Discover Awesome MCP Servers

MCP Python Interpreter

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

corpus-mcp

An MCP server that enables keyword search over a local directory of documents, providing tools to search, fetch passages, and list sources without requiring external APIs or models.

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

P402 MCP Server

AI payment router for routing across 300+ LLM models with per-request USDC settlement on Base and Tempo, session budgets, and x402 payments via the MCP protocol.

invariant

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

WordPress MCP Server by CData

WordPress MCP Server by CData

Custom MCP Server on Databricks Apps

Enables deployment and hosting of custom MCP servers on Databricks Apps platform. Provides a template and deployment methods for creating scalable MCP servers with Databricks authentication.

redmine-mcp-workflows

A schema-aware MCP server for Redmine that validates issue writes against workflow graphs and custom field schemas to prevent errors, with tools for issue lifecycle, time tracking, wiki pages, and more.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

VMware-Monitor

Read-only VMware vCenter/ESXi monitoring. 8 MCP tools for VM inventory, host status, datastore capacity, cluster info, alarms, events, and VM details. Code-level enforced safety — no destructive operations exist in the codebase. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

google-sheets-mcp

Enables Claude to read, write, append, create, and clear Google Sheets data using natural language.

Dev Tool Config Sync MCP Server

Syncs and manages configurations for dev tools like Claude Code and Gemini CLI across workspaces with snapshot history and rollback capabilities.

localhostmcp

Enables LLMs to send HTTP requests to a local development server, allowing interaction with APIs running on localhost.

RepoCrunch

Analyze GitHub repositories into structured JSON with tech stack detection, dependency analysis, health signals, and security checks. No AI, fully deterministic. Available as CLI and MCP server.

laravel-ascend

Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 migrations. Breaking change detection. Works with any MCP client (Cursor, Claude Desktop).

No-as-a-Service (NoaaS)

Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

mcp-dictionary

Wraps the Free Dictionary API to provide word definitions, pronunciations, and other dictionary data.

ECRVSP Documentos: Transferência de Município

Consulta em fonte oficial documentos de transferência de município via uma ferramenta de leitura, com pagamento por uso e hospedagem na plataforma.

codebase-mcp

Zero-config MCP server that connects local codebases to AI assistants, providing secure project tree, regex search, file reading, and tech stack tools locally.

Indian Stock Exchange MCP Server

Provides comprehensive financial data and insights for companies listed on BSE and NSE, including real-time stock prices, historical data, market news, top gainers/losers, and stock recommendations for the Indian stock market.

token-compressor

Enables semantic prompt compression for LLM workflows, reducing token usage by 30-70% while preserving semantic meaning.

sec-edgar-mcp

MCP server that lets an LLM read official SEC financial data, tracing every number back to a specific SEC filing, US-GAAP tag, and filing date.

mcp-musicbrainz

Enables searching music artists and releases, and retrieving artist biographies, discographies, release track listings, credits, and metadata through the MusicBrainz API.

renpy-mcp-creator

Provides 70+ MCP tools for creating and managing Ren'Py projects, enabling natural language requirements to be converted into editable projects with build, preview, and asset generation capabilities.

Finans-Mail-MCP

MCP server that exposes a Microsoft 365 mailbox via the Model Context Protocol, enabling AI assistants to search, read, and download emails and attachments, and optionally send mail.

inkling-mcp

Enables coding agents to capture, claim, and summarize ideas from an idea inbox, with queue/retain modes and budget tracking.

comfy-h3-mcp

Enables MiniMax-H3 video+audio generation on a local ComfyUI via five simple tools, including image/reference-to-video, job polling/cancelling, and asset listing, with stateless prompt_id-based job handling.

ABIS MCP Server

Enables real-time AI behavioral drift monitoring and detection for Claude Code, tracking shifts in model behavior across 11 major models with tools for scorecards, version changes, and compliance reports.

Tapatalk MCP Server

Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsing, reading, searching, and optional posting.