Discover Awesome MCP Servers

Extract-Antv-Topic

A model context protocol server designed for AI development and QA, providing AntV document context and code examples.

sqlens-mcp

Provides Claude with read-only access to local development databases (Postgres, MySQL, SQLite) to inspect schemas, run SELECT queries, and explain query plans without leaving the conversation.

glm4v-mcp

Enables to analyze images using GLM-4V vision model via the MCP protocol, supporting local file paths and Data URLs.

Nobulex MCP Compliance Server

Provides covenant rule enforcement, hash-chained audit logs, and integrity verification for MCP-compatible agents. It enables users to define granular permission rules and maintain a tamper-evident audit trail of all actions.

Confluence Cloud MCP Server

Enables interaction with Confluence Cloud pages, spaces, content, media, and navigation via natural language, with session-based editing and native macro support.

web-scraper

Enables extracting clean, structured markdown from any URL—stripping nav, ads, and scripts—for RAG pipelines and AI research agents, with pay-per-call micropayments via x402.

Unified Figma MCP

Coordinates Plumb and Custom Figma MCP backends under one unified interface, exposing backend health and switch prompts because only one active plugin bridge is supported at a time. Currently includes investigation docs, diagnostic probes, and a Stage 2 coordinator runtime.

TickerRisk MCP Server

Checks an options trade for hidden catalysts such as earnings, FDA decisions, and court dates, scoring risk over a specified expiry window.

MCP NVD Server

A Model Context Protocol server that retrieves CVE information from the National Vulnerability Database, allowing AI models to access up-to-date vulnerability data.

AI Calendar Assistant

Provides a set of MCP tools to manage Google Calendar events via natural language, allowing creation, querying, updating, and deletion of events through a local LLM (Ollama) and MCP client.

robotstxt-ai-mcp

Analyze and generate robots.txt files with AI crawler awareness. Fetch any site's robots.txt, detect which AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended) are blocked or allowed, and generate optimized robots.txt with toggle controls for 20+ AI crawlers.

MCPist

A gateway service that connects AI assistants to numerous external tools like Notion, GitHub, and Google Workspace through a single Model Context Protocol endpoint. It provides a centralized hub for managing multiple tool integrations with secure authentication and a unified API architecture.

fallnotary-us-mcp

A sovereign, MIT-licensed MCP server that provides cryptographically signed notarization for listings, benchmarks, and transactions using Ed25519. It runs offline on user infrastructure as a free alternative to SaaS notary tools.

SportMCP

Gives any MCP-compatible AI assistant secure, read-only access to your personal Strava fitness data, including activities, segments, routes, gear, and more through natural language.

am-memory

Persistent memory for Claude Code — a self-evolving knowledge layer that survives across sessions, grows from every conversation, and surfaces relevant context automatically.

whatsapp-connect-mcp

Enables MCP clients to read, search, and send WhatsApp messages with a server-enforced send gate for safety.

Repo Recap

Enables Claude to query GitHub repositories in plain English, fetching recent activity, release notes, issue triage, and health summaries via the GitHub API.

Shared Workspace MCP

Local-first memory, pipelines, learning, feedback, and safe code tools for AI coding agents.

@gryps/agent-mcp

Read-only MCP server for Gryps venue state, enabling Claude to query live markets, fee schedules, funding parameters, and open interest.

orionbelt-semantic-layer-mcp

MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed semantic models, compile YAML metric definitions into optimized SQL across 8 engines (BigQuery, ClickHouse, Databricks, Dremio, DuckDB, MySQL, PostgreSQL, Snowflake), and execute analytics queries via natural language. Works with Claude, Cursor, Windsurf, and Copilot.

oss-intel-mcp

Open source intelligence for AI agents — GitHub project-health scoring, package dependency-risk analysis, trending repositories, license checks, and side-by-side package comparison.

Project Context MCP

Enables coding agents to incrementally index project text and code, persist decisions and constraints with clear sources, and assemble focused project context across sessions via MCP.

pg-mcp

PG-MCP es una implementación de servidor HTTP que permite a los sistemas de IA interactuar con bases de datos PostgreSQL a través de MCP, proporcionando herramientas para consultar, conectarse a múltiples bases de datos y explorar recursos de esquema. El sistema enriquece el contexto extrayendo la descripción de tablas/columnas de los catálogos de la base de datos.

MCP Memory Server

A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.

Twilio SMS Server

Enables AI assistants to send SMS messages via Twilio through the Model Context Protocol or a standalone REST API. It supports standard messaging, automated greetings, and creative content generation using natural language.

s3-mcp

MCP server for AWS S3 and compatible object stores, enabling LLM clients to browse buckets and fetch objects.

Pexels MCP Server

An MCP server to search for photos and videos on Pexels.

IP Lookup MCP

Provides IP address geolocation and lookup via ip-api.com, no authentication required for basic usage.

Bilinc

Hosted memory for coding agents, exposing commit_mem, recall, and status over stdio. Each write carries provenance, contradictions surface as inspectable state changes, and a bad run can be rolled back from a snapshot.

Voice-AGI MCP Server

An advanced MCP server that provides stateful voice-controlled AGI capabilities with local STT, TTS, and intent detection. It enables users to execute tools, manage memory, and conduct research through natural multi-turn dialogue with low-latency performance tracking.