Discover Awesome MCP Servers

teradata-mcp-poc

Enables natural language interaction with Teradata databases through Claude, allowing data exploration, profiling, and in-database KMeans clustering via MCP.

mcp-dev-brasil

37 MCP servers for agentic commerce and Brazilian services. Covers Stripe ACP, x402 (Coinbase), AP2 (Google), Google UCP, plus 14 traditional Brazilian payment rails, fiscal, banking, communication, logistics, ERP, identity, and crypto APIs. ~480 tools. Supports stdio and Streamable HTTP.

tar-engine

Audits AI agent skills for safety using static, semantic, adversarial, and supply-chain analysis, providing scores and risk flags. Can be run via CLI, CI, or as an MCP tool from Claude Code, Cursor, and Codex.

Manos MCP

A Model Context Protocol server for ad-hoc UI testing of Android and iOS apps, enabling LLM agents to interact with mobile app UIs and react to observations.

pubchem-mcp

Enables querying PubChem compound properties and structure images through MCP, providing formula, molecular weight, SMILES, IUPAC name, and image URLs.

whoopmcp

A read-only MCP server for the WHOOP API v2 that lets you query and analyze your own recovery, sleep, strain, cycles, and workout data. Note: currently a pre-alpha scaffold with stubbed internals.

VeoMCP

Google Veo AI video generation with text-to-video, image-to-video, multi-image fusion, 1080p upscaling, and multiple quality/speed models.

Korean Assembly Speech MCP

Enables search and retrieval of speech turns from Korea's National Assembly records using Korean or English natural-language queries, with citation-ready context and tools for exploring committees and meetings.

GammaRips Options Intelligence

Anti-firehose options-flow data for AI agents: curated daily pool, features, realized outcomes.

meta-mcp

Enables AI assistants to manage Instagram and Threads accounts — publish content, handle comments, view insights, search hashtags, and manage DMs through the Meta Graph API.

Pydantic MCP Agent with Chainlit

这个仓库利用 MCP 服务器来无缝集成多个代理工具。

mcp-floorplans

Generates workspace floorplans with deterministic layout calculations, providing tools for space layout generation, zone adjacency analysis, and space brief validation.

mcp-grammar-checker

This MCP server enables grammar and style checking of text using LanguageTool, providing a tool to check text and receive suggestions for issues.

R Econometrics MCP Server

Provides econometric modeling capabilities through R, enabling AI assistants to perform sophisticated analyses including linear regression, panel data models, instrumental variables regression, and diagnostic tests.

inferbench

InferBench's MCP server lets coding agents run, serve and benchmark local LLMs (text + image, llama.cpp + Stable Diffusion) on your own hardware on demand — measuring real tokens/sec and picking the optimal quant for your GPU from a 124-model catalog. Local-first, no cloud required.

Vlk²

Temporal state machine for AI agents that detects and breaks repetitive error loops across languages by fingerprinting errors and injecting preventive constraints, running as an MCP server with SQLite backend.

odoo-mcp

Enables AI assistants to control any Odoo database via XML-RPC, with features for reading, writing, importing/exporting data, and generating intervention reports.

pref_sp_guarulhos_cndm-mcp

MCP server for consulting official municipal tax debt certificates (Certidão Negativa de Débitos Mobiliários) from Prefeitura de Guarulhos, SP, Brazil, via a hosted read-only API with prepaid credits.

social-profile

Enriches social media profiles from handles or URLs for platforms like Twitter/X, GitHub, LinkedIn, and YouTube, returning followers, bio, verification, etc. Payments via x402 micropayments (USDC on Base) with no API key or signup needed.

lmstudio-connectors

Local MCP server providing web search, web scraping, YouTube metadata/subtitles/downloads, image generation (MFLUX on macOS), and Playwright CLI browser automation tools.

Google Tasks MCP Server

Enables LLMs like Claude to manage Google Tasks by listing, creating, updating, completing, and deleting tasks and task lists, including setting due dates and notes.

CodeRAG

A high-performance MCP server providing lightning-fast hybrid code search using TF-IDF and vector embeddings for AI assistants. It enables real-time codebase indexing and semantic retrieval with sub-50ms latency and offline support.

aseprite-mcp

MCP server for safe local automation of Aseprite, providing tools to create, inspect, edit, save, and export pixel art documents through the official Aseprite CLI and controlled Lua scripts.

notion-enhanced

Enhanced Notion MCP server supporting all 24 property types, auto-pagination, block operations, and markdown conversion for database and page operations.

mcp-arcgis-kingston

Enables querying and searching City of Kingston GIS open geospatial datasets (parcels, zoning, transit, city services) via ArcGIS Feature Services.

AEP MCP Server

The first full-featured MCP server for Adobe Experience Platform: 29 tools across schemas, datasets, profiles, segments, query service, and GDPR/CCPA privacy operations. Extends Adobe's read-only beta with production-grade write operations.

TechStack Local MCP Server

Transforms AI coding assistants into context-aware developers by auto-detecting project context, remembering conversations, and executing commands safely with a multi-layer security model.

mcp-fetch

A minimal MCP server that enables HTTP requests with any method, headers, and body types, supporting large responses through chunked transfers with disk-backed caching.

multimodels-mcp

Delegate tasks from Claude Code to other models (Codex CLI, DeepSeek, OpenRouter, etc.) without leaving the app.

brainlayer

Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5 keyword + vector embeddings) over 223K+ knowledge chunks via MCP. Tools: brain_search, brain_store, brain_entity, brain_subscribe. Features pub/sub with stable agent identity, delivery tracking, and Claude --channels integration. SQLite + BrainBar Swift daemon on Unix socket.