Financetoolkit
The Finance Toolkit gives AI assistants access to 200+ financial metrics, all calculated
File Manager Python
A Python MCP server for file operations
Dxt File Manager Python
A Python MCP server for file operations
Npcpy
Npcpy 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.
Tradememory Protocol
Structured 3-layer memory system for AI trading agents. L1 records every trade automatically. L2 discovers patterns via reflection engine. L3 evolves strategy in real-time. Built on MCP. Supports MT5, Binance, Alpaca. Python/FastAPI/SQLite. MIT licensed.
Tickdb Unified Realtime Marketdata Api
外汇/加密/美港A股实时行情 MCP 服务，支持 K 线、订单簿，通过 TickDB 统一 API 访问 | Real-time market data MCP server for Forex, Crypto, US/HK/A-shares, supporting K-line, Order Book via TickDB Unified API
Skylos
Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with 3x fewer false positives than Vulture. 5 tools: analyze, security_scan, quality_check, secrets_scan, remediate. AI-powered auto-fix agent.
Mcp Gateway Lasso Security
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Napi
Software architecture tooling for the AI age
Consult7
Consult7 allows your agent to leverage models with massive context windows to analyze large codebases/ document collections
Mcp Server Strands Agents
This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.
Unreal Mcp Runreal
MCP server for Unreal Engine that uses Unreal Python Remote Execution
Gossiphs
"Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖
Yandex Tracker Mcp
Enable AI assistants to securely access and manage Yandex Tracker issues, queues, users, and related data through a comprehensive MCP server. Perform advanced searches, retrieve detailed issue information, and manage queues with optional caching for improved performance. Integrat
Lucidity Mcp
AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.
Markitdown Mcp Server
A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.
io.github.jkawamoto/mcp-bear
A MCP server for interacting with Bear note-taking software. Useful for MCP clients that need reliable integrations and automation workflows.
Audacity Mcp
AudacityMCP connects any MCP-compatible AI assistant to [Audacity](https://www.audacityteam.org/), giving it full control over audio editing through 131 tools and 9 pipelines spanning effects, cleanup, mastering, and more. Talk to your AI assistant and it edits your audio in real
Gofannon
A web app for rapidly prototyping AI agents and the lightweight web UIs that wrap them—build flows, preview interactions, and share agent-driven experiences without lock-in.
Archive Agent
Find your files with natural language and ask questions.
Mcp Browser Use Jovanipink
FastAPI server implementing MCP protocol Browser automation via browser-use library.
Python
🔐 Plug-and-play auth for Python MCP servers.
Hmr
Real hot-module reload for Python—side effects handled reactively. https://py3.online/hmr
Mcp Yfinance Server
Real-time stock API with Python, MCP server example, yfinance stock analysis dashboard
Mcp Searxng Enhanced
Enhanced MCP server for SearXNG: category-aware web-search, web-scraping, and date/time retrieval.
Qdrant Loader
Enterprise-ready vector database toolkit for building searchable knowledge bases from multiple data sources. Supports multi-project management, automatic ingestion from Confluence/JIRA/Git, intelligent file conversion (PDF/Office/images), and semantic search. Includes MCP server
Beemcp
BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol
Unreal Mcp Runeape Sats
pure python Unreal Engine MCP server
Mcp Sandbox
Mcp Sandbox MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Sandbox capabilities through the Model Context Protocol standard.
Apache IoTDB
Iotdb Mcp Server MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Iotdb Mcp Server capabilities through the Model Context Protocol standard.
Okta Mcp Server
The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the M
Itential Mcp
🔌 Itential Platform MCP Server
Asterisk Mcp Server
Asterisk Model Context Protocol (MCP) server.
Zerodha Mcp Mtwn105
Zerodha MCP Server & Client (Kite x Agno)
Ez Mcp
The easiest path to getting an MCP server going
Agent Dispatch
Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.
Azure Terminal Copilot
A Python-based Azure CLI assistant that provides natural language processing capabilities for Azure commands, leveraging Azure MCP Server.
Rigour
Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift detection, and agent governance.
Searchpin
Zero-cost web search for AI agents — multi-engine parallel search, semantic re-ranking, zero API keys. Works natively within China's network, no proxy/VPN needed. Built-in pollution detection & cross-verification, SSR content extraction for modern websites. Token-conscious, ~1–2s
Mcpx Py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Luma Api Mcp
Powered by Ray (video) and Photon (image) models by Luma AI
Ezmcp
Easy-to-use MCP server framework specialized for SSE.
Pymcpautogui
Pymcpautogui 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.
Vibe Check Mcp
Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps.
Lightdash Mcp
MCP server for Lightdash analytics platform. Enables AI assistants like Claude to discover data, execute queries, create charts, and manage dashboards programmatically. Supports Lightdash Cloud and self-hosted instances.
Mcp Sentry
A Model Context Protocol server for retrieving and analyzing issues from Sentry.io
Rtfm
The open retrieval layer for AI coding agents. Indexes code, docs, legal, research, data — 15 parsers, FTS5 + semantic search, knowledge graph. Serves surgical context via MCP. Open source, local, free.
Unsplash Mcp
An MCP server for Unsplash photo search with proper attribution built-in. Key differentiator: Returns ready-to-use attribution_text and attribution_html for each photo, making it trivial for LLMs to build content pages with properly credited images (as required by Unsplash API g
Mcp Image Gen
MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.
Mcp Server Code Checker Python
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
Mcp Code Checker
MCP server providing code quality checks (pylint and pytest) with smart LLM-friendly prompts for analysis and fixes. Enables Claude and other AI assistants to analyze your code and suggest improvements.
Pypi Query Mcp Server
A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions.
Mcp Server Python Template
This template provides a streamlined foundation for building Model Context Protocol (MCP) servers in Python. It's designed to make AI-assisted development of MCP tools easier and more efficient.
Mcp Mem0 General
OpenAI just added memory across your chats across your openAI account. But wouldn't it be awesome to have general AI memory across all your interactions with any and all AI tools, IDEs, chatbots.... Now if it supports MCP you can with https://mem0.ai/ Give Claude desktop memory.
Md Pdf Mcp
Markdown To PDF Conversion MCP
Networksdb Mcp
Fast MCP integration for NetworksDB API - Query IP addresses, organizations, ASNs, and DNS records using natural language through Model Context Protocol
Mcp Fns Check
MCP server for Russian counterparty due diligence via FNS open data. 7 tools: check_contractor (aggregated verdict), check_inn, check_ogrn, get_legal_status, get_okveds, get_directors_history, check_for_red_flags. Source
Mcp Ip2location Io
IP Geolocation MCP server that query the geolocation information using IP2Location.io API. User can query for 1,000 per day without an API key, or 50,000 per month with a free API key.
Mcp Akshare
Mcp Akshare MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Mcp Akshare capabilities through the Model Context Protocol standard.
Txtai Assistant Mcp
Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic vector database search capabilities. You can use Claude and C
Mcp Python Refactoring
Educational Python refactoring assistant with guided suggestions for AI assistants
Typesense Mcp Server
Typesense Mcp Server 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 Think Server
Think Server is an MCP server on MCP.so — view details, tools, and install instructions.
Godprofile
MCP server that generates stunning GitHub profile SVGs — animated terminals, neural tech maps, trophy cases, WakaTime charts, Spotify cards, and more. 16 tools, zero external dependencies, pure Python stdlib. Works with Claude Desktop and any MCP client. Includes live-fetch tools
Py Mcp Sse
MCP Client 与 MCP Server基于SSE方式的样例实现（Python版本）
Mcp Ai Agent
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.
Memorious Mcp
Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.
Python Pip Mcp
Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable.
Mcp Client Server Example
MCP + Ollama Local Tool Calling Example is an MCP server on MCP.so — view details, tools, and install instructions.
Gdrive Mcp Server
A google drive mcp servers based on Python
Appdog
Compose and generate effortlessly MCP servers from any OpenAPI specifications
Todo Txt Mcp
🔗 Model Context Protocol server for todo.txt files - Connect your todo.txt to AI assistants like Claude Desktop
io.github.jkawamoto/mcp-florence2
An MCP server for processing images using Florence-2. Useful for MCP clients that need reliable integrations and automation workflows.
Mcp Nvd Server
MCP server that retrieves CVE information
Prefect Mcp Server
MCP server for interacting with the Prefect API
Memprocfs Mcp Server
Memprocfs Mcp Server 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.
Jitapi
Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local e
Mcp Ollama Client
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json
Build Custom Mcp Servers
🚀 Build Custom MCP Servers 📝☀️📰 is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Vsepgt Server
Mcp Vsepgt 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.
Pgsql Mcp Server Twn39
🔧 A powerful tool server based on the Model Context Protocol (MCP), enabling interaction with PostgreSQL databases via MCP calls.
Ai Publications
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.
Isolated Pymcp
A secure, isolated environment for exploring Python development with Model Context Protocol (MCP) and Language Server Protocol (LSP)
Python Ssh Mcp
A Ssh Mcp Server Written In Python. Which Builds Upon A Sophisticated Tools And Permission Layer. Including Skills, Docker And Systemctl Toolset And Some Runbooks.
Recall
Open-source MCP memory server for AI agents — persistent, searchable, tiered memory across sessions. Works over stdio (Cursor, Claude Desktop) or HTTP+SSE. MIT licensed (separate commercial license available).
Mcp Mysql Server Alexcc4
A lightweight MCP server for MySQL, built with python
Mcp Office Dosev Ai
Local-first MCP server for Microsoft Excel. 65 tools cover cell and range I/O, sheet management, styling, pivot tables, charts, conditional formatting, data validation, PDF export, and formula evaluation. File-based tools (openpyxl) run on Windows without Excel installed. COM-bac
Personal Finance Mcp
Self-hosted, read-only MCP server for personal finance. Connect your banks, credit cards, loans, and brokerage accounts via Plaid and query them from Claude Code in plain English — no third-party aggregator involved.
Build Python Mcp Server
Claude MCP Server with Python 🧠⚙️ is an MCP server on MCP.so — view details, tools, and install instructions.
Cybershield Mcp
Servidor MCP para ciberseguridad en Windows. Expone herramientas defensivas como APIs HTTP listas para ser usadas por agentes IA, Claude Desktop o scripts personalizados. Fácil de integrar, extensible y listo para automatizar tu defensa digital.
Mcp Server Client Tutorial Using Python
Step-by-Step Guide to Build Your Own MCP Server and MCP Client with UI Using Python is an MCP server on MCP.so — view details, tools, and install instructions.
Windtools Mcp
Your own codebase tools like code semantic search
Docker 1ae67d
More than just a fully featured MCP server that lets AI agents manage the full surface of Docker — containers, images, networks, volumes, swarm services, secrets, configs, nodes, plugins, etc., it helps you create workfl
Fulcra Context Mcp
This MCP server lets you access your Fulcra Context history -- health data, locations, and more - from your favorite LLM frontend or agentic framework.
Mcp Nutrition Tools
Professional MCP server providing access to 600k+ foods from USDA FoodData Central. Features dual architecture (MCP + HTTP API), three deployment options (hosted/local/custom), and production-ready tools for nutrition analysis, food comparison, and dietary planning.
Ivoryos Mcp
IvoryOS is a Python-based unified robot control web interface, developed for user-friendly workflow design and control for Self-Driving Labs (SDLs). It works by introspecting the Python script, dynamically searching for available module and their method. The methods are available
Mcpify
Point mcpify at any OpenAPI spec and every endpoint becomes a tool your AI agent (Claude, Cursor, Windsurf) can call — zero glue code, zero per-endpoint wrappers, always in sync with the spec. Supports GET/POST/PUT/PATCH/DELETE, auth headers, and both URL and local file specs.
Docker Mcp Gavinlucas
More than just a fully featured MCP server that lets AI agents manage Docker — containers, images, networks, volumes, swarm services, secrets, configs, nodes, plugins, etc., it helps you create workflows to easily manage your Docker environments.
Dbecho
MCP server for multi-database PostgreSQL analytics. Ask your databases questions in natural language - get schema exploration, profiling, trends, anomaly detection, and cross-database comparisons. Read-only, safe, local.
Mcp News
Repositório com um MCP-Server que traz um resumo de notícias, mas só se tiver a senha correta da tool
Mcp Py Devto
MCP server written in python for dev.to
Mcp Server Template Shubhamgupta Dat
Easy Manageable Way to create your own MCP Server
Server Agentmode
All-in-1 MCP server for developers
Uspto Ptab Mcp
Uspto Patent Trial And Appeal Board Ptab Mcp Server is an MCP server on MCP.so — view details, tools, and install instructions.
Filesystem Android
A Claude MCP server providing secure access to Android project files for AI-assisted code navigation and analysis.
Odoo Mcp Gateway
Security-first MCP gateway for Odoo 17/18/19 — 27 tools, YAML-driven security
Strava Mcp Yorrickjansen
An MCP server to interact with Strava
Tufin Mcp
Bridge Tufin APIs to AI workflows: An open-source REST server with RBAC for SecureTrack and SecureChange integration.
Canvas Mcp Admin978
Local-first MCP server for Canvas LMS. Stdio transport, token stays on your machine, no third-party broker.
Uspto Pfw Mcp
High-performance MCP server for USPTO Patent File Wrapper API with secure document downloads, metadata access, and context reduction
Word Mcp Server
Word MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Sbom Server
MCP server to perform a scan and produce an SBOM
Mcp Client Server Duaraghav8
Simplest example of MCP client-server architecture over HTTP using Python & Golang
Pyobfus
Obfuscate Python & reverse-map stack traces from your agent. AST-based, no phone-home. PyArmor alt.
Oboyu
Self-hosted MCP Japanese text indexing & search—chunking+embeddings with BM25×vector rerank
Obsidian Mcp Python
obsidian-mcp-python, a very simple MCP Server demo that can help you to operate something about your obsidian md file
Jap Vocab Anki Mcp Server
Japanese Vocab Anki MCP Server
Mcp Python Executor
MCP Python Executor is an MCP server on MCP.so — view details, tools, and install instructions.
Medical Calculator Mcp
MCP server for medical calculations
Mcp Client Spirita1204
implementation for interacting between an MCP server and an Ollama model