Discover Awesome MCP Servers

mcp-bioregistry

Provides tools to query and resolve identifiers from the Bioregistry, including prefix metadata, CURIE resolution, and substring search.

FinBrain MCP

Exposes FinBrain financial datasets (AI-powered price predictions, news, sentiment, alternative data, institutional activity) to AI clients via MCP tools.

fugu-mcp

An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code for second opinions and critiques.

tero-mcp-lite

A lightweight MCP server that enables querying a project's corpus (docs, decisions, issues, skills) with cited answers and typed refusals via stdio JSON-RPC 2.0.

Sashiko MCP

MCP server that queries the Sashiko AI kernel-patch review service to find critical/high severity vulnerabilities (LPE, UAF, OOB, etc.) in reviewed patches, including overlooked AI findings.

Shadow Complement Integration MCP

Applies Jungian shadow complement to unified composition parameters, creating psychological depth through systematic visual opposition after multi-domain blending.

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

Protocolo de Contexto de Modelo (MCP) com Gemini 2.5 Pro. Converter consultas conversacionais em pesquisas de voo usando as capacidades de chamada de função do Gemini e as ferramentas de pesquisa de voo do MCP.

MCP-Typebot

Powerful Model Context Protocol server for managing Typebot chatbots, enabling operations like authentication, creating, updating, listing, and publishing bots through a standardized JSON interface.

Yunaq GAC MCP Server

Provides comprehensive IP and domain security intelligence, enabling analysis of IP addresses and domains for threat and reputation information.

zotero-mcp-plus

Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.) via the Model Context Protocol, enabling paper review, summaries, annotations, and semantic search both locally and through the web API.

akhq-mcp-server

Servidor de Protocolo de Contexto de Modelo Experimental para a ferramenta de monitoramento Kafka AKHQ.

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.

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.

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

Este repositório utiliza servidores MCP para integrar perfeitamente várias ferramentas para o agente.

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.

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.

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.

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.