Discover Awesome MCP Servers

Git Stuff Server

MCP server providing Git-related functionalities, primarily a tool to generate diffs for Git merge commits against their first parent.

colab-mcp (enhanced fork)

Enhanced fork of Google's Colab MCP, pre-registers all 7 notebook tools at startup (get_cells, add/run/update/delete/move_cell, add_text_cell), adds programmatic GPU control (T4/L4/A100) via OAuth, and fixes the "Disconnected from local server" issue with IPv4-only bind, PNA CORS headers, and stale-tab dedup. Works on Chrome, Edge, Windows, macOS, Linux.

Schema Validator AI MCP

Schema Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

CX TimeFilter MCP Server

Provides time filter tools for CX Dashboard integration, allowing users to set predefined time periods, custom date ranges, and manage time-based filtering across dashboard tabs. Supports HTTP-based MCP protocol with optional authentication for seamless integration with MCP-compatible clients like Langflow.

GenieOS MCP Server

Stdio bridge for editors to connect to the GenieOS MCP server, enabling AI agents to interact with GenieOS via Streamable HTTP transport.

Confluence MCP Server

A Model Context Protocol (MCP) server that provides Confluence search functionality for LexisNexis internal systems.

mcp-sistat-si

Enables querying statistical data from the Statistical Office of the Republic of Slovenia (SURS) via SiStat PxWeb, including navigating table trees, retrieving table metadata, and querying table data.

weatherinfo-mcp

An MCP server that provides access to environmental weather data for AI agents through the National Weather Service (NWS) API, enabling location management, weather observations, alerts, and HeatRisk guidance.

phantom-voices-mcp

PHANTOM VOICES MCP Server — Search, browse, and get platform-ready voice configurations for ElevenLabs-hosted text-to-speech voices across 29 integration platforms including Vapi, Retell AI, Bland AI, Synthflow, Voiceflow, LangChain, Amazon Connect, Twilio, and more. Features natural language voice & multilingual support 9+ languages.

Building AI-Powered Applications with Spring AI and Model Context Protocol

Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

Cloudflare Email MCP

Enables AI agents to send emails via Cloudflare's Email Service. Provides both MCP server integration for AI tools and a REST API for traditional applications with support for HTML content, attachments, and secure authentication.

Selvedge

Change tracking for AI-era codebases. AI agents call it to log structured change events (entity + diff + reasoning) before the session ends, then query history with diff, blame, history, changeset, and search. Captures the intent that would otherwise evaporate.

Total Recall

Portable MCP memory server giving AI agents persistent, verified, cross-session memory. 30 tools, SQLite + cloud sync, Chrome Extension for every AI chat platform. The only JavaScript MCP memory server. Includes behavioral learning engine, semantic search, knowledge scoping, session quality scoring, and web dashboard.

Literature Review Assistant

Search and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.

Tableau MCP Server

Enables AI applications to integrate with Tableau through tools, resources, and prompts for querying data, exploring content, and retrieving visualizations from Tableau workbooks and datasources.

BIG-IP MCP Server

Enables management of F5 BIG-IP load balancers through secure authentication and configuration queries. Supports multiple devices with token caching, allowing users to list virtual servers and device configurations through natural language.

cmd-line-mcp

A secure Model Context Protocol server that allows AI assistants to execute terminal commands with controlled directory access and command permissions. It features a robust security architecture including whitelisting, session IDs, and categorized command levels to ensure safe system interaction.

Qiniso

The deterministic fact-verification layer for AI agents. Validates the structured facts an agent emits — IBANs, payment cards, VAT and national tax IDs, crypto and bank addresses, domains, emails, phone numbers, securities and academic identifiers, plus dates, currencies and holidays — against checksums and curated authoritative data, not guesses.

Philippine-Geocoding

A model Context Protocol (MCP) server that provides access to the Philippine Standard Geocoding (PSGC) API, containing complete geographic hierarchical data of the Philippines.

RepoChatMCP

A zero-dependency MCP server that enables searching and reading local Claude Code and Codex chat sessions, supporting full-text search, grep, and knowledge indexing from chat history.

OpenCode MCP Server

Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing users to execute terminal-based coding tasks and manage sessions programmatically. It provides tools for running commands, listing AI models, and continuing existing coding sessions via the OpenCode CLI.

Exact Online MCP Server by CData

This read-only MCP Server allows you to connect to Exact Online data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Kitchen MCP Server

A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API to AI clients, enabling natural language interaction with tasks, documents, clients, invoices, and more.

mac-vision-mcp

An MCP server that enables AI coding agents to capture screenshots of macOS windows and displays on demand, providing tools for window discovery and screen capture.

Context API MCP Server

Accesses the doppelgangers.ai Social Media Context API to provide contextualized XML renderings of Twitter/X posts including conversation summaries and metadata. It enables semantic search and comprehensive post retrieval for high-quality analysis of social media trends and topics.

mcp-wag

An MCP server that enables AI assistants to interact with Wag pet care services using Playwright browser automation. It allows users to search for walkers, book one-time or recurring sessions, track walks via GPS, and retrieve pet report cards.

Kraken Pro MCP

Enables natural language trading and market data queries on Kraken Pro via Gemini CLI.

GRID.gg Esports MCP Server

Enables AI agents to access and analyze professional esports data for League of Legends and Valorant via the GRID.gg API. It provides tools for team lookups, executing GraphQL queries, and retrieving detailed match replay files and event definitions.

PAN-OS MCP Server

Servidor MCP PAN-OS (API XML)