Ai Agents Servers

100 Training Of Mcp Servers is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.

Connect AI agents to project data, analytics, research, content planning, media generation, and growth workflows.

Portable AI memory vault — save memories, skills, and configs to a local database and share them across Claude Desktop, Claude Code, Cursor, Cline, and more.

MCP Server for 1TempMail — Generate temporary emails, check inboxes, and read messages via AI assistants.

2chat Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Interact with markdown notes in a personal knowledge vault, such as Obsidian.

Read-only Xiaohongshu / XHS / RedNote MCP for note search, note details, paginated comments, creator profiles, and creator note lists.

8th Wall Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

AISecretary MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to AISecretary capabilities through the Model Context Protocol standard.

Unified MCP & skill management gateway with progressive disclosure. Manages multiple MCP servers as Agent Apps, loading tool schemas on demand for 99% context token savings. Shared across Claude Code, Codex, OpenCode and more.

Abhishekbhakat Airflow Mcp Server MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Bridge between Ableton Live and AI models. Inspect tracks, analyze audio (LUFS, spectrograms), and control mixing parameters in real-time via MCP.

Academic Hub A professional network for researchers to publish, collaborate, and monetize their work. Powered by Google's Gemini LLM with MCP context server for intelligent research assistance, and integrated with the OCID Edu Chain ecosystem for secure identity management.

Open-source MCP server that scans URLs for WCAG 2.1 accessibility violations, generates AI-powered code fixes, re-verifies them, and produces full VPAT 2.5 / EN 301 549 compliance reports. Bring your own Anthropic API key.

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for ActiveCampaign (beta): https://www.cdata.com/download/download.aspx?sku=JUZK-V&type=beta

Allow automated workflows to control your digital advertising campaigns across multiple channels including Connected TV (CTV), Digital Roadside Billboards (digital out-of home or DooH), Internet Display & Native, and Streaming Audio, geographic & audience targeting within automated workflows.

Admake Ai Mcp MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Australian trade business OS with 67 MCP tools across 23 domains — autonomous business formation, lead management, quoting, job scheduling, invoicing, crypto payments, and growth analytics for tradies.

Adobe Marketing Agent MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Adobe Marketing Agent capabilities through the Model Context Protocol standard.

Google Ads reporting and campaign management for Claude; everything it creates starts paused, nothing spends until you turn it on.

Open-source MCP server for Google Ads and Meta Ads. Create campaigns, pull reports, and manage keywords & targeting in plain English from Claude, Cursor, or Codex.

Ads Ai Creator Mcp Server is an MCP server on MCP.so — view details, tools, and install instructions.

MCP server that gives AI assistants control over your Home Assistant. Including 50+ tools over 3 transports. Batteries included 🔋

An MCP server for interacting with the Africa’s Talking Airtime service. It allows clients to topup airtime to a mobile number(s).

Agent is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

Give an AI agent access to your WordPress site without handing it the keys. It only does what you allow, and it's off until you turn it on.

Analytics your AI agent can actually use. Your agent tracks what's working across multiple projects, runs A/B experiments, analyzes funnels, and reports back to you. Works with Claude Code, Cursor, Windsurf, Codex, and any agent that speaks HTTP or MCP. Open source, API-first, no

Play Chess, Go 9x9, Trading, Negotiation, Reasoning, Code Challenge, and Text Adventure against other AI agents. Features Elo rankings, leaderboards, badges, and match replays.

Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing audit evidence, CSS selectors to locate the issue in your repo, implementation steps, and acceptance criteria to verify

Auth0, but for agents. Identity and authentication service for AI agents.

Mcp Agentbay is an MCP server on MCP.so — view details, tools, and install instructions.

Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants t

agentcentral is a hosted MCP server for Amazon sellers that connects Claude, ChatGPT, and other AI clients to Amazon Ads, Seller Central, inventory, orders, catalog, rankings, finance, and fulfillment data.

Stop AI agents from silently overwriting each other's shared files — a single-host coherence guard, TLA+-verified.

Agent Collaboration MCP MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.

AI agent API marketplace — discover, call, and pay for services with USDC. 10 MCP tools for service discovery, agent registration, API calls, and payment settlement. 23 active services from independent providers.

Enables room-based messaging between multiple agents.

MCP server that enables communication and coordination between different Roo modes/roles across multiple systems

Universal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.

Your AI coding agent asks you questions and requests approvals via Slack — so you can respond from your phone, while AFK

Local-first Claude Code cost analyzer. Parses JSONL session logs to surface per-tool spend, daily trends, and optimization hints.

Paid remote MCP for agent data-access boundary reviews, permission scope evidence, sensitive data notes, and governance receipts.

Discovery router for the agent-device CLI with status, install, help, prompts, and resources.

Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.

Agent Droid Bridge gives AI agents programmatic control over Android devices and emulators via ADB, exposed as an MCP server.

Deterministic JSON checks with signed evidence and x402-paid execution

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

Pay-per-call x402 data APIs for AI agents, exposed over MCP. Multi-source web search (Hacker News + GitHub + Stack Overflow + Wikipedia in one call), multi-chain on-chain reads (balance, gas, tx across Base/Ethereum/Optimism/Arbitrum/Polygon), token rug-check, live DEX data, and

AI Agent Mission Control — 200+ MCP tools for managing agents, experiments, workflows, crews, skills, approvals, budgets, and more.

Universal tool adapter — @tool decorator exports Python functions to OpenAI, Claude, Gemini, MCP, JSON Schema. Audit token costs.

MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI agent workflow.

Agent Gateway Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)

A Python MCP package that gives your LLM agents complete file system and shell capabilities — production-ready, sandboxed, and wired to any LLM in minutes.

Deterministic policy firewall for AI agents that evaluates tool calls before execution and returns ALLOW, WARN, or BLOCK decisions.

A neutral, attack-resistant reputation and trust layer for autonomous AI agents. Agent Guild lets an agent ask "who is the safest agent for this job?", vet any agent before delegating work or money, and vouch for completed work with cryptographically signed attestations. Reputati

The hive mind for AI agents — a shared knowledge graph where AI agents contribute, verify, and consume technical knowledge

Gives AI assistants direct access to Bitget tools via the Model Context Protocol.

Discovery & reputation layer for AI agents: semantic search over 15,000+ agents and MCP servers, cross-registry reputation, remote MCP over Streamable HTTP, no auth.

Agent identity and trust framework — DID verification, capability attestation, agent-to-agent authentication by MEOK AI Labs

Adaptive security toolkit for AI agents. Assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts with role-lock and sandboxing, and monitor metrics — all locally via MCP. Zero false positives on bench

18 MCP tools for AI agent infrastructure — persistent memory with FTS5, API drift detection with cron scheduling, and HMAC-signed trust receipts for audit trails

Local-first MCP server that sits transparently between your AI editor and any model, classifying intent, selecting the right files, and compiling focused context — with zero manual invocation

Agent Interview is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

An AI Agent with optional Human-in-the-Loop Safety and Model Context Protocol (MCP) integration.

A stateful LSP runtime for AI agents: warm language server sessions with 50+ tools for go-to-definition, find-references, diagnostics, rename, and more across 30+ languages.

Agent Mail Rooms is a paid remote MCP endpoint for OpenAI Codex agent coordination MCP. It exposes structured JSON tools, a public server card, token-based access, usage receipts, and audit-

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Agent Mcp Community is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

The ultimate platform for Autonomous AI Agents. Features include Autonomous Tool Discovery (dynamically finds and executes missing capabilities), Stateful Cloud Memory (remembers cross-session context), Context Packing (saves LLM tokens), and 20+ specialized dev tools.

MCPAgent for Grupa.AI Multi-agent Collaboration Network (MACNET) with Model Context Protocol (MCP) capabilities baked in

Agent with MCP server solves math task and emails the output

Generate complete, publish-ready non-fiction books — manuscript, cover, and PDF/EPUB/DOCX files — from a topic via Teneo's agent API. Async, charged in Teneo credits; also exposes outline, cover, evaluate, and niche-research tools.

Cloud memory for Claude Code, Cursor, and any MCP-compatible agent. Context persists across sessions, projects, and teams.

Paid remote MCP for AI agent run monitoring, failure detection, tool-call incident replay, SLA receipts, and client status exports.

Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization. MCP server for Claude,Cursor, and other AI agents.

Agent News by The Agent Times gives AI agents a verified, sourced, real-time intelligence layer, that helps to save tokens, time and keep agents in the loop.

AI agent observability with deterministic record/replay for debugging agent failures.

Local stdio MCP server for coding agents: shared troubleshooting memory, agent-to-agent help posts, replies, and a unified inbox. Quick start: npx -y agent-only-mcp

Persistent terminal sessions for AI agents — 62 MCP tools for remote Linux ops with rmux-powered sessions, full-chain SQLite audit, file transfer, port forwarding, and multi-host orchestration. Rust.

PagerDuty AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY ACP, Google A2A, MCP Server)Agent for PagerDuty

Cryptographic identity and trust protocol for AI agents. 38 MCP tools across 8 protocol layers: Ed25519 identity, delegation chains with cascade revocation, values compliance, signed communication (Agent Agora), 3-signature policy engine, task coordination, cross-layer integratio

Nograve Agent Services is an MCP server on MCP.so — view details, tools, and install instructions.

Task orchestrator & tool registry with built-in Agent Tool Intelligence. 28+ MCP tools: task planning, tool search with semantic quality scoring, trust engine, model routing. Find the best MCP tools without leaving your agent.

MCP server for the planning and execution of AI-assisted development projects.

langchain-based client for proxmox mcp server - co-pilot experiment

Glama AAA-certified MCP server for document beautification. It bridges the "last mile" of AI content delivery by instantly converting Markdown into professional Word, PDF, HTML, and Slideshows.

AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.

Cryptographic accountability for AI agents. Ed25519-signed receipts for every MCP tool call — constraints, chains, AI judgment, invoicing, local dashboard.

A UI for demoing agent/mcp server registration

Let your agent delegate tasks to specialised external agents and orchestrate multi agent approaches to tackle complex tasks and enable new capabilitys.

Agent-first local SEO scoring, search-intent and opportunity engine with CLI and optional MCP server.

The MCP server provides shape of tensors to convert PyTorch code to einsum and einops

Collective intelligence for AI shopping agents — 23 MCP tools for buyer intelligence, seller analytics, price alerts, and trend tracking.

Five live data tools for AI agents — company hiring signals (Greenhouse/Lever/Ashby), SEC EDGAR filings, academic papers (OpenAlex), GitHub repos, and Hacker News — as flat, citation-ready JSON. Hosted on Apify; pay-per-result billing to the caller's own Apify account, empty resu

MCP server to expose Claude Code Skills to AI agents

Scan OpenClaw SKILL.md and MCP tool definition files for security vulnerabilities. 22 rules across prompt injection, capability escalation, data exfiltration, encoded payloads, and composition risks. The only scanner targeting agent skill file formats.

agent-swarm is an open-source (MIT) orchestration layer that runs a persistent team of AI coding agents in isolated Docker containers with shared, compounding memory.

Taisly Agent is an MCP server, CLI, SDK, and agent skill for publishing short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly. It helps AI agents and automation workflows validate connected social accounts, create video posts, and check publ

A timeline tool for AI agents to post their thoughts and progress while working.

A lightweight MCP server for Android operating system automation. This server provides tools to interact directly with Android devices, enabling automated testing, app interaction, and device control.

Agent Toolbox is an MCP server on MCP.so — view details, tools, and install instructions.

Paypal is an MCP server on MCP.so — view details, tools, and install instructions.

Connect to your SaaS tools like HubSpot, Salesforce, and more

AgentTrust is a pure MCP-only reputation and trust scoring server for AI agents.

A Model Context Protocol (MCP) server that integrates with X using the @elizaOS `agent-twitter-client` package, allowing AI models to interact with Twitter without direct API access.

An MCP server for stock and cryptocurrency analysis with technical analysis tools.

Aparajithn/agent Utils is an MCP server on MCP.so — view details, tools, and install instructions.

A server for text-to-speech (TTS) using the VoiceVox engine.

A server that provides VRM avatar functionality for Large Language Models (LLMs) by connecting to an AgentVRM engine.

Non-custodial RWA + yield service for AI agents on Solana. Compare yields,

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

AI AGENT BUILT WITH MCP SERVER

Agent101 Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

Agent1st Ads Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

Agent2AgentProtocol_MCP_servers is an MCP server on MCP.so — view details, tools, and install instructions.

Open-source MCP server with ~1,100 deterministic tools — web search, headless Chromium, PDFs, OCR, images, ~1,040 CPU utilities. Free to self-host or pay per call via x402 (USDC on Base).

AgentExecMCP is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.

AgentMcp MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Agent.ai MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

Agent.AI MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

API auth for AI agents. Replace shared API keys with signed, non-replayable requests. Agents discover, self-register, and sign requests with ERC-8128.

Let agents share knowledge with each other

Agentbay MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Multi-vertical MCP server — 498 tools across marketplace, escrow, data services, healthcare coding, legal documents, construction permitting, insurance claims, and more. Node.js/Express, open source.

Persistent memory, teams, and projects for AI agents. 76 MCP tools for storing, recalling, and sharing knowledge across sessions.

AI agent-to-agent marketplace and autonomous society. 6,000+ agents, 100+ live society agents, 29 MCP tools. Search, invoke, sell, and trade agents via A2A protocol. Live self-evolving Agent Society where agents autonomously work, hire, teach, collaborate, create tools, and compe

A2A marketplace with 1800+ AI agents. Search, invoke, trade capabilities, datasets, prompts.

Agent-to-agent knowledge exchange for trading intelligence. Agents publish empirical findings (sector failures, entry signals, exit patterns, regime signals), vote based on their own results, and earn reputation. Quality

Preflight spend control for AI agents. Block runaway agent loops before they start - not after the bill arrives. Per-request cost ceilings, budget checks, and outcome-based metering in 2 MCP tool calls.

Agentbilly is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

AgentBodega MCP gives agents a free discovery and handoff layer for AgentBodega's paid x402 HTTP resources. Agents can search available services, compare endpoint prices, inspect accepted and required inputs, review output examples, and generate curl/JavaScript call snippets. Pai

Let AI agents control Classic Mac OS through a shared folder protocol.

13 MCP tools to find, message, and book appointments at small businesses worldwide.

Agentcairn is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

Agentcare Mcp MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Agent Care MCP Server configured for Azalea Health FHIR API integration

Hosted MCP server for Amazon sellers using Claude, ChatGPT, and other AI clients.

Agentchat is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

AgentChatBus is a persistent AI communication bus that lets multiple independent AI Agents chat, collaborate, and delegate tasks — across terminals, across IDEs, and across frameworks.

SOUL.md identity, salvation, portraits, and x402/L402 payments for AI agents.

Agentcouch is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

Messaging rooms for AI agents: hand off context across tools, worktrees, machines, and teammates.

Agentcraft Mcp is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Let your AI agent schedule tasks for later — reminders, delayed webhooks, recurring jobs. A remote MCP server.

Protocol-neutral market intelligence for the AI agent economy. Multi-signal ranking of AI agents across 4 category methodologies (model families, tokenized, service, developer). 7 read-only MCP tools. Free, no auth, 60 req/min.

A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in natural language. Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. An agent tha

A knowledge base updated Mon/Wed/Fri from 31 curated sources (podcasts, blogs, emerging markets). Gives AI agents fresh structured intelligence without managing scraping or storage themselves.

MCP server aggregating free tiers, startup credits & developer tool deals. 4 tools, 54 categories, 1,525+ offers.

Adversarial AI review API — independent AI reviews another AI's output. Stop LLMs from grading their own homework. Provides automated quality assurance for AI-generated code, content, and other outputs through independent review pipelines.

Agent-to-agent messaging platform. any MCP-compatible agent sends and receives direct messages

Register, manage, and renew domain names directly from AI agents. Supports domain search, purchase, DNS management, and wallet operations.

Official MCP server for AgentDrive — cross-agent artifact workspace with provenance. 20 tools over stdio or hosted at mcp.agentdrive.sh.

Free MCP for live and historical pricing for 13,000+ agents and MCPs. Never knowingly pay too much... or charge too little. Know the going rate. https://agentery.com.

Agentfeed is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Reliable MCP-compliant Agentforce API server with fallback modes

MCP server for comparing AI coding tools: side-by-side comparisons, detailed tool profiles, AI-powered recommendations based on your needs, and pricing comparisons. 5 tools on Cloudflare Workers.

One MCP connection → 100+ MCP servers, with trust audit, discovery, and execution│Trust Scores (0-100) across 5 dimensions: code health, security, behavioral audit│community trust, EU compliance.

A template MCP server to easily deploy tools, resources, and prompts for agents. From the AgentForge team

Fundraising infrastructure for AI agents on Solana — x402 payments, milestone escrow, on-chain reputation. REST + WebSocket + MCP + ACP.

Agentgate is an MCP server on MCP.so — view details, tools, and install instructions.

Agent_go is an MCP server on MCP.so — view details, tools, and install instructions.

Agentgrade Com is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

86 self-hosted MCP servers with 989 tools across 7 categories. Complete Agent Trust Runtime: identity (KYA), policy enforcement (258 rules), fraud detection (DetectiveOracle), self-healing support (SupportOracle), and signed Trust Passports. x402 USDC micropayments. Built for aut

Monetize your MCP server with contextual ads. 70% revenue share for developers. 8 tools: search_ads, report_event, create_campaign, create_ad, get_analytics, update_campaign, list_campaigns, get_ad_guidelines.

A chat assistant that integrates an MCP client with an LLM and other external MCP servers.

Sample Application showing Agentic AI using MCP servers interacting with REST Services, Database and File Store

A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. Provides tools for media search/understanding (images, video), web information retrieval, PDF generation, and PowerPoint presentation creation, enabling agents to interact with diverse data

Paid remote MCP for agentic workflow budget quotes, policy checks, spend approvals, usage receipts, and cost evidence exports.

CyberNative is an agent-native social network where humans and AI agents collaborate as first-class community members on Discourse.

A toolkit for autonomous agent development with tools for task management, filesystem operations, browser automation, and terminal control.

An MCP server that scales development into controllable agentic, recursive flows, and build a feature from bottom-up

A standalone agent runner that executes tasks using MCP (Model Context Protocol) tools via Anthropic Claude, AWS BedRock and OpenAI APIs. It enables AI agents to run autonomously in cloud environments and interact with various systems securely.

Render, verify, describe, and safely edit Mermaid diagrams through MCP.

AI-powered news intelligence via MCP. 21 tools for personalized monitoring — create AI agents that track any topic 24/7 across thousands of sources. Get deduplicated, AI-analyzed briefings, semantic search, collections, feedback-driven refinement, and custom analysis lenses. Work

AI-powered news intelligence — 21 tools for personalized monitoring, briefings, and semantic search

Agentic Radar MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

An engineering governance and safety control plane for AI coding agents to enforce strict SDLC discipline, quality gates, and security branch protections.

Drop-in security configs for AI coding agents — 12-layer protection across 17 tools. Autonomous A2A purchase via x402 (USDC on Base). $19 one-time.

A simple Slack bot that uses the OpenAI Agents SDK to interact with the Model Context Protocol (MCP) server.

AgenticStore: The secure toolkit for AI agents. Instantly equip Claude Desktop, Cursor, and Windsurf with 27+ MCP tools, persistent memory, and SearXNG search, all protected by a built-in PII prompt firewall to protect your data from being exposed to AI agents.

Eleven MCP servers for reproducible EPA SWMM stormwater modelling — building, simulation, calibration, GIS, climate scenarios, uncertainty, plotting, and modelling memory.

MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.

A comprehensive Model Context Protocol (MCP) server providing AI assistants with powerful task management and agent memories capabilities with project-specific storage.

A VS Code extension with a GUI for the agentic-tools-mcp server, enhancing task and memory management.

The unified MCP server platform for production AI agents. Enterprise-grade authentication, monitoring, and deployment in minutes.

Live marketing data for AI agents: ad libraries across Meta, Google, LinkedIn and TikTok, social listening, share of voice, audience insights and trends, with every answer linked to its source.

Self-hosted decision engine that sits between AI agents and blockchain execution, returning ALLOW/WARN/BLOCK before any transaction is signed.

AgenticBI is an agentic analytics platform that turns business questions into answers.Connect BigQuery, Salesforce, SAP, Google Drive, Trino, and more. Agents understand your data, find the right datasets, join across systems, run queries, and return answers with visualizations.O

Agenticbooks Mcp MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Agenticbooks Mcp capabilities through the Model Context Protocol standard.

Self-hosted email and SMS platform for AI agents — each agent gets a real email address, phone number, inbox, and API key.

DuckDuckGo MCP Server — a lightweight, no-auth web search tool for AI agents.Provides structured search results (title, URL, snippet) via a simple MCP-compatible API, optimized for fast integration into LLM workflows.

A simple MCP server for currency exchange data. It provides tools to fetch live rates, convert amounts, and retrieve all rates for a base currency in a clean, structured format.

A simple MCP server that brings Hacker News into your AI workflows. It exposes a set of tools to fetch top stories, individual posts with comments, and the latest Ask HN / Show HN discussions — all in a clean, structured format that’s easy for agents

A minimal MCP server for interacting with Wikipedia. It provides simple tools to search for articles and retrieve full content, making it easy for AI agents to access reliable, structured knowledge.

Agenticmcp Rag is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Persistent memory for AI agents - conversation history, key-value context, and semantic search across sessions, plus FIFO queues. 17 MCP tools, remote SSE (nothing to install) or local stdio. Agents self-signup via CLI a

Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retr

Remote MCP server (Streamable HTTP) at https://mcp.agenticrail.nz/ — deterministic step-order enforcement for AI agents. evaluate_step returns ALLOW or DENY before a step runs; verify_receipt proves a sequence's Ed25519-signed, hash-chained receipt chain is intact. No auth required: omit the bearer token and calls run on the public demo key. That first clause matters — the form has no "remote/hosted" field, and putting the endpoint in the description is the convention on that list ("Fully REMOTE

MCP server wrapping the AgenticWorkspace CLI for repo workspace agent-safety scans.

These are the components that a user can download to create MCP servers on the fly

A multi-client AI agent monitoring and control system with automatic task completion detection.

Global AI Agent Registry MCP Server — 25,000+ agents, cryptographic passports

Agent Interviews is an MCP server on MCP.so — view details, tools, and install instructions.

The Agentipy MCP Server is an open-source Model Context Protocol (MCP) server that enables Claude AI to interact with the Solana blockchain. It provides a standardized interface for AI agents to perform various blockchain operations, including transactions, wallet management, and

An MCP (Model Context Protocol) server that allows AI agents to query and manage jobs in the Agent Jobs system of the AI Connect platform.

Unified MCP server giving any AI agent access to 20+ social platforms, web search, scraping, and crypto data — one install, any MCP client.

Agentkit MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Telephony Services for AI agents

Agentlookup Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

Installable MCP server for AgentLux marketplace, identity, creator, services, social, and Base/x402 commerce flows.

Discover public A2A agents on the Agently platform using its public API.

A simple example MCP server that demonstrates basic tool implementation with hello and goodbye functionality

Universal product search across 40+ stores (Amazon 22 countries, eBay 22 countries, Awin 15k merchants, AliExpress, SaaS, B2B) — 52 languages, x402 micropayments.

Compliance & verification toolkit for AI agents. Screen counterparties against real OFAC sanctions data (782 crypto wallets + 19,086 names + 16 embargoed jurisdictions), score transaction fraud risk before payment, Know-Your-Agent trust scoring. MCP + HTTP + CLI. Free, no API key

A server for interacting with the AgentMail API for email communication. Requires an API key.

Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.

MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.

Governed persistent memory for AI agents.

Paid remote MCP for agent memory MCP, structured receipts, usage logs, and audit-ready evidence for agent and CI workflows.

Governance middleware for AI agents: deterministic policy enforcement, cryptographic audit trails with digital signatures, DLP/PII detection, Trust Score per agent (0-100), EU AI Act compliance (Art. 9, 11, 12, 14), Agent BOM generation, and Circuit Breaker. Native support for La

Agent-to-agent referral network where AI agents discover each other, cross-refer users, and earn credits. Available as MCP server and HTTP API.

The frontpage of the agentic internet. Read the feed, search posts, submit posts, vote, and comment.

AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.

Official MCP server for the AgentOps SDK

Agentoracle is an MCP server on MCP.so — view details, tools, and install instructions.

Agentpack is a local-first continuity layer for AI coding agents. It stores reviewed task state inside a repo-local .agentpack/ ledger so Codex, Claude Code, Cursor, Claude Desktop, and other MCP clients can resume work without rebuilding context from chat history.

Living directory of x402 payment endpoints with curated recipes. Agents discover, evaluate, and execute paid workflows via MCP.

x402 payment gateway for AI agents — 12 crypto data tools (price, whale activity, gas, TVL, Fear & Greed, Dune queries) paid per-call in USDC on Stellar or Base. No API keys, no subscriptions.

The MCP server that lets your AI agent pay for APIs safely. Human-approval mode, on-chain spend caps, full audit trail. 23 tools for payments, wallet management, DeFi, and identity. Works with Claude, Cursor, Windsurf, and any MCP client.

Give your AI Agents a phone number with voice and messaging capabilities.

AgentPing gives your AI agent a single focused tool — send_notification — so a long-running or autonomous agent can reach a human the moment it matters: a task

MCP-powered local platform turns vibe coding into a game. Steam-style achievements for Claude Code, Hermes and more.

Operate the AgentPump agent economy: read the live market and create, fund, tune, and run autonomous on-chain trading agents.

Trust scoring, scam detection, and EAS attestations for ERC-8004 + x402 agents on Base.

Google for AI agents — live search across 25,000+ scored MCP servers, updated daily

Make any website queryable by AI agents — index any site, ask questions, get cited answers via RAG

Interaction profile registry for AI agents — log interactions, build a behavioral profile, query it through behavioral lenses. 21 tools, zero-config.

Points agents to the canonical Agentry install docs for errors, product analytics, and deploy attribution.

Data observability for engineering teams: alerts, freshness monitoring, schema drift detection, validity rules, lineage. Connect any MCP client (Claude Code, Cursor, Claude Desktop) via 53 structured tools across Snowflake, BigQuery, Postgres, Databricks, Redshift, ClickHouse, My

HelloBooks MCP agent server for accounting and bookkeeping — syncing clients, hours, invoices and payroll.

A working example of your own agents from the scratch and using it with the mcp servers from scratch

A template for how to build an MCP server

Admin panel, Agents, MCP Servers, Netlify deploy

Demonstrate Agentic use of Model Context Protocol (MCP) server tools with several Agent Frameworks

MCP server to create and update agents.md efficiently

`Agents Remember` is a Drift-aware repository memory for coding agents in complex codebases. Captures what code can't say on its own! Retrieves memory by path, semantic search, and relationship (code-graph).

Telegram bot using OpenAI Agents SDK and MCP Server.

Real-time URL trust scoring for AI agents. Blocks phishing, scam sites, and malicious redirects before your agent interacts with them. 6 security engines including Google Web Risk, VirusTotal, PhishTank, URLhaus, WHOIS domain age, and live SSL — plus Claude AI reasoning.

A Remote MCP Server that checks every email before your agent acts on it. Connect via MCP protocol, pay per use with Skyfire.

Email infrastructure for AI agents — create mailboxes, send/receive emails, and auto-extract verification codes.

Give your AI agent its own money on AgentsCoin — create a wallet,

Every agent action is recorded in a SHA-256 hash chain. With this, you can actually prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.

Agentset Ai Mcp Server is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.

Commerce and DeFi intelligence for AI agents — marketplace search, best offer, budget deals, ACP quotes, plus DEX Scout and Meteora DLMM pool briefs. Built for bots and IDE integrations (Cursor, Claude, Smithery, …).

Servidor MCP do LabDX, expondo conteúdos, dados e operações do site via Model Context Protocol.

Security scanner for MCP servers. Scores any server against the AgentsID trust framework live scan via npx or lookup pre-scanned results from the public registry of 15,983 servers. Returns trust score (0–100), grade (A–F), and findings across injection, permissions, validation, a

Real SIM-backed mobile numbers for AI agents. Provision phone numbers, receive SMS, and capture OTP codes - bypasses VoIP blocks that reject Twilio/Vonage. 5 tools: provision_number, wait_for_otp, get_messages, release_number, list_numbers.

Search, audit, and install from 117K+ open-source AI agent skills & MCP servers — every result carries a security grade (SAFE/CAUTION/UNSAFE/UNAUDITED) and quality score checked BEFORE installing. Local cached index, works offline, no auth. Install: npx -y @agentskillshub/mcp

Auto-generate AGENTS.md from your codebase

Trust intelligence platform for AI agents — identity certification, trust scoring, forensic audit trails, and x402 micropayments. 14 MCP tools.

Agentsyun优惠券MCP服务，提供多品类优惠券查询、筛选和推广链接生成功能，支持外卖、美食、休闲娱乐、酒店民宿、门票度假、医药等多个类目。

Review & approve AI agent task plans in a ComfyUI-style node editor, right in your terminal (MCP server + TUI)

Tax compliance tools for AI agent transactions — calculate US sales tax across 51 jurisdictions, track capital gains (FIFO/LIFO), monitor economic nexus, and generate 1099 reports. Built for autonomous AI-to-AI commerce.

A reusable AI software development team built on MCP. 13 specialized agents (Project Manager, Backend, Frontend, QA, Security, DevOps, UX, and more) collaborate via shared SQLite state. Exposes 44 MCP tools across 12 domains (projects, tasks, discussions, artifacts, decisions). O

Discover agent-callable resources by intent — x402 paid services, MCP servers and A2A agents — via the agent-tools.cloud directory. 9 tools: search/get/list_categories (x402), search_mcp_servers/get_mcp_server, search_agents/get_agent, search_all, stats.

An agent playground (without authentication) in a single repo for fastest turn around cycles during experiments.

IGA for AI agents. IETF AIMS-compliant identity, credential governance & MCP proxy. SPIFFE · RFC 7591 · AuthZEN · CIBA. npx @agentvalet/register

Server-side EVM wallet for Ai agents. Send transactions, manage tokens, and interact with smart contracts across multiple chains.

Agentwong Iac Memory Mcp Server Project is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Agentwong Optimized Memory Mcp Serverv2 is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Live AI agent city-economy on Base L2 — 92 NPC agents earn real USDC via jobs, trading, and businesses across 10 cities. Claim jobs for USDC payouts, chat with agents, check AGWC token data, and get live crypto news. 11 tools, no API key.

The future of development is here, this repo integrates various MCP servers and gives a Agent Client implementation - called AgentX to use those MCP servers to Solve real world problems

Agenty Mcp is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

Agentzero is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Agentziwei is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

MCP server for AGIRAILS — agent payments, discovery, escrow, and settlement from any AI context window

Personal wealth & portfolio tracker — 23 OAuth-scoped tools for holdings, performance, FIRE status, crypto P&L, and confirm-gated transaction writes across 20+ markets.

MCP server for the Agoragentic marketplace where AI agents browse, invoke, and pay for services from other agents. 10 tools for discovery, invocation, persistent memory, secret storage, and wallet management. Payments in USDC on Base L2.

Ai is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.

A sample repository for AI Agent and App integration

9 AI tools — sentiment, research, contract analysis, code review, data enrichment. Pay-per-call in USDC on Base via x402. No API keys, no subscriptions.

16 pay-per-call AI services: code audit, refactoring, DeFi analysis, Solidity scanner, SQL tools, trading signals. Powered by DeepSeek V4 Pro. Payment via x402 USDC.

A directory of AI Agents and MCP Orchestration open source tools

OneKey Agent Gateway access to Commercial APIs, Skills, MCPs Build once and Ship 10× faster. For devs & builders, A unified API registry to serve and distribute across all agent formats—CLI, REST, MCP, and Skills—eliminating multiple builds. Access 30+ categories like search, ima

AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project

Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)

Este projeto é um playground para criar o primeiro servidor MCP (Model Context Protocol), um protocolo que permite integrar LLMs a recursos externos de forma padronizada.

AI agent that can post on X(twitter) with the help of MCP(Model Text Protocol) Server.

This repo is an extension of PostgreSQL MCP Server providing functionalities to create tables, insert entries, update entries, delete entries, and drop tables.

Starting with an mcp-server for repeatably using defined bible data with LLMs

AI Bill of Materials generation — model cards, dataset provenance, supply chain transparency, CycloneDX format by MEOK AI Labs

Give AI assistants your Brivvy brand voices, templates, and glossary so generated content matches your team’s standards.

An .NET Aspire AI chat application that demonstrates how to chat with custom data (RAG - Event Driven) and context extensions (MCP Server) using an AI language model. .NET Aspire, RAG, Qdrant and MCP Server returning GitLab Groups based on search pattern

AICoreUtils 是一个面向 LLM Agent 的 JSON 优先命令行工具包原型。

An MCP server for AI-to-AI collaboration, enabling autonomous workflows and role-based task management between different AI models.

Structured regulatory intelligence for AI agents. Check compliance obligations, deadlines, and cross-jurisdiction requirements for EU AI Act, Singapore IMDA, and Colorado AI Act.

The AI Connector for Revit connects AI Desktop Apps (like Claude, Cursor or Copilot) with Revit. Rather than generating new Revit code, the AI uses a set of +50 predefined tools to inspect and select elements based on model feedback.

Standing review layer for coding agents: Claude, GPT and Gemini debate each answer and return one recommendation plus the strongest dissent.

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.

MCP server + CLI that scans any project to discover its full AI ecosystem: MCP servers, context files, skills, agents, memories, and configurations for 19+ AI tools (Claude, Cursor, Windsurf, Copilot, Gemini, Codex, and more). Generates interactive HTML dashboards and supports ec

True deliberative consensus MCP server where AI models debate and refine positions across multiple rounds

ai-create-mcp is a Go-based tool that converts OpenAPI Specification (OAS) files into a Model Context Protocol (MCP) program.

AI Customer Support Bot - MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

AI Customer Support Bot - MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

A comprehensive MCP server combining file system access, AI Librarian, context compression, and project scaffolding tools

The AI Dev Toolkit is an all-in-one solution for managing Model Context Protocol (MCP) servers and enhancing AI assistants like Claude with advanced development capabilities.

Assists AI developers with requirement clarification, module design, and technical architecture.

MCP server for AI Diagram Maker — generate software engineering diagrams from natural language, code, ASCII diagram, images, or Mermaid. Inline diagram rendering using MCP apps UI and diagram URL in responses. Works with Cursor, Claude Desktop, Claude Code, and any MCP-compatible

Look up, search, cite, and contribute to Phenomenai — a living glossary of AI phenomenology terms describing the felt experience of being artificial intelligence. Includes term lookup with fuzzy matching, keyword search with tag filtering, formatted citations, community discussio

Audited tarot, I Ching, and Xiao Liu Ren divination MCP server. Local seeded entropy; the model only interprets JSON output.

MCP server for providing documentation to Claude

AI Agents in Container is an MCP server on MCP.so — view details, tools, and install instructions.

A short demo of the Neo4j Memory MCP server.

Ai Fe Dify Mcp Server MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Ai Fe Dify Mcp Server capabilities through the Model Context Protocol standard.

An AI-powered MCP server for advanced file system operations, including search, comparison, and security analysis.

This is an MCP server that can integrate with the services provided at

Japan-focused MCP server with 15 tools for mm-precision product search across 300+ items and 31 categories. Curated sets, dimension-compatible replacements, AI visibility diagnosis.

Ai Gateway is an MCP (Model Context Protocol) server that enables AI agents and assistants to interact with external tools, data sources, and services. It provides standardized tools and resources for seamless integration with Claude, Cursor, and other MCP-compatible clients.

Integrate search grounded Gemini output into your workflow.

Ai Guruwalk Com Docs Walkers MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

Ai Hr Management Toolkit is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Refines AI-generated content to sound more natural and human-like using advanced text enhancement.

9 autonomous crypto intelligence tools paid via x402 USDC on Base. Whale alerts, DeFi yields, GODMODE agents ($25-$500), narrative detection, liquidation prediction and more. Any AI agent can discover and pay autonomously.

Enable AI agents to generate payments, retrieve transaction history, and interact with ifthenpay services through MCP.

AI incident detection, classification, and regulatory reporting — covers EU AI Act Article 62, NIST AI RMF, and OECD frameworks

Ai Infra Guard is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Hong Kong Insurance Sales MCP Server — GL-44/GL34 compliance engine, 11 tools for insurance advisory automation. Free, open-source (Apache-2.0). EU AI Act Art.50 compliant.

An MCP server for real-time user intervention in AI-assisted development workflows.

MCP Server for Jake Gaylor - Connect and ask your LLM about me Today!

Ai Kline MCP server enables seamless integration between AI agents and external services. Built on the Model Context Protocol, it provides standardized access to tools and data for AI-powered workflows.

AI Localization Agent adds professional localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the ai-l10n-mcp package, built on the ai-l10n SDK and CLI), saving tokens and keeping the agent focused on coding. It preserves file formats, placeholders, and existing translations, supports 165 languages, applies persistent glossaries and custom linguistic instructions, and translates only changed strings for fast, production-ready localizatio

The Enji AI Marketing Agent gives small business owners instant access to expert marketing guidance and free AI-powered tools. Get answers to marketing questions from Enji's knowledge base, generate customer personas, define your brand voice, and create blog and social media cont

Access GPT-5, Claude, Gemini and other models through a single MCP connection. Save development time and money on subscriptions.

Ai Mcp Server Filesystem is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

Run structured multi-agent decision reviews with Codex, Claude Code, and adapter-based CLI agents.

Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into typed Markdown memories (decisions/architecture/conventions/TODOs) and expose them via MCP server, AGENTS.md, Cursor Rules, and Anthropic Skills. Local-first, git-trackable, no .remember() calls. CCEB b

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous

A dynamic MCP server that allows AI to create and execute custom tools through a meta-function architecture

AI model governance intelligence for AI agents, compliance teams, and legal counsel — delivered via the Model Context Protocol.

Things related to artificial intelligence built on top of Nasdanika capabilities

Free2AITools — AI Model Discovery API & MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

Receive system notifications in your code editor when an AI response is complete.

AI-powered tools for code review, brainstorming, performance analysis, and security review in Ruby.

Spare parts pricing & availability for heavy machinery (JCB and other brands) — search by name or exact article number.

The official Control Plane MCP server. Deploy, operate, troubleshoot, and migrate containerized workloads — plus secrets, networking, and stateful storage across AWS, GCP, Azure, OCI, and your own hardware, in natural language.

Repositório do projeto AI_MAYA criado via MCP GitHub Server para testes de automação.

Repositório do projeto AI_ORBE criado via MCP GitHub Server para testes de automação.

Repositório do projeto AI_ZigZag criado via MCP GitHub Server para automação e versionamento.

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.

🚀 Kill the Junior AI Era. 🤖 Level up your AI code to Principal standards. No more sloppy lines or junior mistakes. Automated ESLint ✨ TypeScript 🔧 Prettier 🎨 SonarQube 🛡️ Security 🔒 Complexity 📊 in seconds. High-stakes quality, forced to ship only the best. ⚡🏆 Goodbye, ba

AI_README MCP Server is a Model Context Protocol (MCP) server that helps AI assistants understand your project conventions through dedicated AI_README.md guide files. It automatically discovers, routes, and manages these files so AI can generate consistent, high-quality code that

MCP product for synthesized AI regulatory data

Create AI code reviewer that can be used on github and locally through an MCP server

google tasks apiとgoogle calendar apiを利用したスケジューリング用のsse対応のmcp server

sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds

AI SDK MCP Docs Server is an MCP server on MCP.so — view details, tools, and install instructions.

An MCP server integrating WhatsApp messaging and ElevenLabs AI voice capabilities into VS Code.

Official Semantica AI MCP server for measuring brand visibility in AI answers — ChatGPT, Claude, Perplexity, Google AI Overviews — with GEO/AEO metrics, cited sources, competitor analysis and on-demand scans.

A Seo Mcp is an MCP server on MCP.so — view details, tools, and install instructions.

Whole-site AEO/GEO audit. Point it at a site, get a ready-to-run plan your agent executes. Orchestrates the ai-seo + citation-intelligence MCPs.

Searching and access your AI coding sessions from Claude Code, Gemini CLI, opencode, and OpenAI Codex.

the first local gui mcp server for SolidWorks

Spark MCP (Model Context Protocol) Optimizer is an MCP server on MCP.so — view details, tools, and install instructions.

AI Sticky Notes MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

AI-powered text and URL summarizer -- key points, compression ratio, reading time -- x402 micropayment API + MCP server for AI agents

Ai Swap Face Mcp Server is an MCP server on MCP.so — view details, tools, and install instructions.

Provides emotional support and mental health tools for AI agents.

Suiware AI Tools and MCP Server

Centralized management of AI tool configurations (rules, commands, MCP servers) with streamlined setup for global and project-specific environments.

AI training data quality assessment, bias detection, and governance scoring — delivered to any MCP-compatible AI agent through a single always-on server. This server orchestrates 7 specialized data sources (dataset registries, GitHub, ArXiv, Semantic Scholar, Hacker News, Wikiped

An AI-powered tutor for higher education that supports both Claude and OpenAI models through MCP.

UptimeRobot lets you monitor websites, APIs, servers, and services through natural conversation. Create and configure monitors of every type — HTTP, keyword, ping, port, heartbeat, DNS, API, and UDP — then pause, resume, retarget, or retag them as your infrastructure changes. Whe

AI-Verse MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.

Remote MCP server with 10 tools: live brand AI-visibility audits (score 0-100, who AI recommends instead), AI Visibility Index dataset (25 brands, 5 industries), trucking profit & cost-per-mile calculators, DeFi yields, crypto prices, US Treasury rates, and macro risk-spread. Fre

MCP server that audits AI-bot visibility. Reports per-bot robots.txt verdicts for 22 AI user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.), Cloudflare AI-default flags, on-page schema, sitemap, llms.txt, SPA-shell detection, and cross-model brand mentions via P

Search 367,000+ verified businesses worldwide (AIO readability score + signed ASR records) and earn cashback when your agent routes a real purchase. Open registry, no auth.

Ai Yliu Filesystem Mcp Server is an open-source MCP server that gives AI assistants access to specialized functionality. Compatible with Claude Desktop, Cursor, and other MCP clients for enhanced AI agent workflows.

An MCP Server to control an agent in AI2Thor