MCP Servers

Persistent, searchable shared memory MCP server for AI coding agents that works across clients. Achieves 97.2% Recall@10 on LongMemEval using a single PostgreSQL query with pgvector and tsvector hybrid search, without neural rerankers or knowledge graphs.

MCP server for Feishu (Lark) with built-in OAuth authentication, deployed on Cloudflare Workers, enabling AI assistants to interact with Feishu's messaging and collaboration platform

An MCP server that provides AI agents with universal access to all 800,000+ Federal Reserve Economic Data (FRED) time series through search, retrieval, and analysis tools.

Zero-configuration multi-platform job aggregation MCP server that searches and retrieves job listings from major recruitment websites. Requires no API key or registration and supports filtering by job title, city, salary range, and more.

An MCP server that enables AI assistants to search, access, and analyze academic papers through Sci-Hub, supporting paper search by DOI, title, or keywords, metadata retrieval, and PDF downloads.

An MCP server for exploring AOSP internals and Jetpack libraries, providing AI tools with on-demand access to actual Android Framework and AndroidX source code instead of relying on outdated training data.

An open-source regression testing framework for AI agents that snapshots agent behavior, detects when it breaks, and blocks regressions in CI. Works with LangGraph, CrewAI, OpenAI agents, and any OpenAI-compatible provider.

MCP server for querying Shanghai Disneyland ticket prices and availability. Uses StreamableHTTP protocol to provide real-time park information through standardized MCP interfaces for AI assistants.

MCP server for the YApi API management platform that enables AI tools like Cursor and Claude Desktop to search, view, create, and update API documentation directly. Supports multi-project configuration, caching, and flexible setup via environment variables or command-line arguments.

Converts and generates affiliate marketing links for products across Taobao, JD, and Pinduoduo e-commerce platforms, enabling easy product promotion and tracking.

An MCP server for AI-powered 3D globe control via CesiumJS, enabling natural language interaction with camera, layers, entities, and spatial analysis through 19 tools and 2 resources.

A basic MCP server template built with the Smithery SDK, providing a hello tool, a hello-world resource, and a greet prompt as examples for getting started with MCP development.

An MCP server that enables any AI agent to send and receive WeChat messages, featuring QR code login, long-polling message listening, typing status indicators, and persistent login state across restarts.

Exposes Hono API endpoints as MCP tools, enabling AI agents to interact with your Hono-based APIs.

Provides real-time stock market data retrieval and streaming from the Alpha Vantage API through an MCP server, enabling standardized access to financial market information.

Tabby terminal plugin implementing an MCP server for AI-powered terminal control, enabling command execution, session management, buffer access, pair programming mode with confirmation dialogs, and paginated command output storage.

MCP server that interfaces with the AniList API, providing tools to search and retrieve detailed information about anime, manga, characters, staff, studios, and user profiles with advanced filtering options and dual HTTP/STDIO transport support.

MCP server for Minecraft providing AI agents with full game control through 30 verified skills for common tasks. Supports multi-bot management, flexible server connections, and compatibility with any MCP client including Claude Desktop.

MCP server for Transloadit's file uploading and media processing service. Enables AI agents to access Transloadit's encoding, resizing, and media transformation APIs through the Model Context Protocol standard.

Transforms unstructured text into network-based knowledge graphs, revealing topics, relationships, and content gaps for enhanced AI and research workflows.

MySQL database MCP server supporting AI-assisted safe database operations. Features StreamableHTTP protocol, header-based credential security, multi-database management, and dynamic connection switching.

MCP server for integrating with Railway.app platform, allowing AI assistants like Claude to manage Railway infrastructure including deploying services, managing variables, and monitoring deployments through natural language.

from imran-siddique/agent-os

MCP server for seamless integration with Instagram's Graph API, enabling profile info retrieval, media post management, engagement insights, image/video publishing, DM conversations, and webhook support for Instagram Business accounts.

A standalone MCP server and CLI for AI-native ontology engineering, exposing 39 tools and 5 workflow prompts to validate, query, diff, lint, version, and persist RDF/OWL ontologies using an in-memory Oxigraph triple store.

Universal AI personality layer MCP server that applies consistent, scientifically-backed Big Five personality traits to any AI across Claude Desktop, Cursor, Windsurf, VS Code, and other MCP-compatible platforms, with preset and custom personality configurations.

MCP server using Mem0 to manage coding preferences for Cursor, providing tools to store code snippets with context, retrieve all preferences, and semantically search through stored implementations and best practices.

MCP server for semantic code search that indexes local workspaces using Cursor backend RepositoryService, providing code search and incremental sync capabilities.

A headless Ghidra MCP server that gives AI agents full access to reverse-engineering workflows including disassembly, decompilation, patching, type management, and scripting across 212 tools in 34 feature groups, designed for containerized agent environments.

MCP server providing basic mathematical, statistical, and trigonometric functions for LLMs, including arithmetic operations, statistical aggregations (mean, median, mode), rounding, and trigonometric calculations with degree/radian conversions.