Discover Awesome MCP Servers

Specif-ai MCP Server

A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interaction with specification documents like BRDs, PRDs, and user stories through a set of structured tools.

Docs MCP Server

Search and read your documentation using the model context protocol

PRIMS

PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.

MCP Test Repository

Test repository created using GitHub MCP server

Geocoding By API Ninjas

Enables geocoding and reverse geocoding operations to convert city names to coordinates and coordinates to location names using the API Ninjas service.

College Football Data Server

An MCP server providing access to college football statistics sourced from the College Football Data API within Claude Desktop.

SET-MCP

Provides access to the Securities Exchange of Thailand (SET) to retrieve comprehensive financial statements for listed companies. It enables AI agents to query income statements, balance sheets, and cash flow statements with historical data support.

YOLO MCP Server

A computer vision service that allows Claude to perform object detection, segmentation, classification, and real-time camera analysis using state-of-the-art YOLO models.

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

oss-autopilot

Open source contribution manager — tracks PRs across repos, discovers contributable issues, diagnoses CI failures, and drafts maintainer responses. 21 MCP tools, 5 resources, 3 prompts. Ships as CLI, MCP server, and Claude Code plugin.

Anybox MCP Server

Enables interaction with Anybox bookmark manager on macOS, allowing users to search, save, and organize bookmarks with tags and folders through natural language.

Google Chat MCP Server

Enables posting text messages to Google Chat spaces using webhooks, providing simple integration without OAuth setup required.

Post-Quantum Cryptography MCP Server

Enables AI assistants to perform quantum-resistant cryptographic operations using NIST-standardized algorithms including ML-KEM, ML-DSA, and SPHINCS+. Supports key generation, encryption, digital signatures, and security analysis for post-quantum cryptography research and development.

Schwab MCP Server

A Model Context Protocol server that enables AI assistants like Claude to securely interact with Charles Schwab accounts and market data through the official Schwab API.

Fluora MCP

Enables AI agents to discover and pay for monetized services such as PDF processing and DeFi operations using USDC on the Base blockchain. It provides automatic payment processing and secure local wallet management for seamless integration with MCP-compatible clients.

Universal Ontology MCP

Enables AI assistants to navigate and populate complex ontologies by transforming unstructured data into structured, SHACL-validated knowledge graphs. It features semantic hybrid search and proactive schema guidance to help users build deeply linked, reasoning-ready data.

mcp-structured-memory

Make it easy for agents to build their context about your projects over time The server provides a set of tools to help agents accumulate knowledge about a project over time in a structured way.

Sandbox MCP

Sandbox MCP

Memos MCP Server

Enables AI assistants to interact with Memos instances for knowledge management. Supports searching, creating, updating, and retrieving memos with markdown content, tags, and visibility controls.

SVN MCP Server

A complete Model Context Protocol server for Subversion (SVN) integration, designed to allow AI agents to efficiently manage SVN repositories.

AI Autonomous Data Manager MCP

MCP server providing controlled CRUD access to a database

writio-mcp-server

LinkedIn-native AI content creation, scheduling & analytics. Write and post on LinkedIn, create drafts, generate hooks & hashtags, schedule posts, and track engagement — all through natural language.

Veracode MCP

Enables interaction with the Veracode platform to perform security tasks like running SAST scans, checking SCA vulnerabilities, and retrieving CVE information. It allows AI assistants to manage scan workflows, from zipping source code to analyzing scan results through natural language.

CanvasXpress MCP Server

Generates CanvasXpress data visualization JSON configurations from natural language descriptions using RAG with 132 few-shot examples, achieving 93% exact match accuracy for creating charts and plots.

navigation-agent-mcp

A minimal MCP server providing a normalized API for code navigation and repository inspection through tools like symbol searching and call tracing. It enables AI agents to perform structured analysis of codebases by mapping endpoints, inspecting file trees, and tracing symbol relationships.

Bitpin Mcp Server

This repository provides a comprehensive implementation of the Bitpin cryptocurrency exchange API through an MCP (Model Context Protocol) server.

Colosseum Copilot

Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archive documents to validate startup ideas and research the crypto ecosystem. It provides tools for cohort analysis, project deep-dives, and access to historical cypherpunk literature and protocol documentation.

Document MCP Server

Provides tools and resources for managing in-memory documents, allowing users to read, edit, and list document contents via the Model Context Protocol. It includes features for formatting documents to Markdown and accessing document-specific resources.

File Time Search MCP Server

Enables searching for files based on creation or modification timestamps within restricted root directories. It supports glob pattern matching, time range filtering, and pagination for efficient file discovery.

FileMaker MCP Server

Enables read-only access to FileMaker databases through the Data API, allowing users to retrieve records, analyze metadata, search across layouts, and infer relationships while maintaining data security.