Discover Awesome MCP Servers

Literature Manager MCP

An MCP server for organizing research papers, books, and digital sources by tracking reading progress and taking structured notes. It enables AI assistants to manage literature databases and link sources to specific concepts within a knowledge base.

bet-mcp

Football bets mcp

mcp-code-mode

Enables safe execution of Python code with AI assistance and integration with Model Context Protocol tools.

FastSpring MCP Server

Enables interaction with FastSpring e-commerce platform for managing orders, subscriptions, and accounts through natural language using the Model Context Protocol.

mcp-guardian

A gateway that enforces permissions, sanitization, approval, and audit for AI agent MCP tool calls, with a policy engine and local proxy CLI.

customclaw-mcp

Registry of 37 vetted single-file utilities for LLM and agent code (rate limiters that respect Retry-After, JSON repair, response caches, retry with backoff, token counters, PII scrubbers). 4 MCP tools: list_utilities, search_utilities, get_utility_info, install_utility.

GovNavigator

An MCP server that enables users to search and navigate Madison, Wisconsin municipal ordinances using a TF-IDF search index. It provides specific code sections and citations to answer questions about local regulations like building permits and zoning.

Salesforce Order Concierge

Enables Claude Desktop to interact with Salesforce for order management, including checking order status, creating returns, managing cases, and sending Slack notifications for customer service operations.

Remote MCP Server - Expense Tracker

A remote MCP server that lets users track expenses through Claude AI, supporting add, list, edit, and delete operations via natural language.

scicalc-mcp

A Model Context Protocol server providing mathematical and scientific computing capabilities via NumPy, pandas, SciPy, and Matplotlib, with 19 tools for linear algebra, statistics, numerical methods, data processing, and plotting.

pogo-tb buyer MCP bridge

Enables access to RDW vehicle and Dutch address data packs by automatically handling x402 payments using the buyer's own wallet key, running locally as a stdio MCP server.

Enhanced Multimedia Analysis MCP

Enables AI agents to analyze images and videos, and generate optimized prompts for AI video generation systems.

Semantic Hints MCP

A local stdio MCP server that exposes compact semantic observations from UI elements annotated with data-agent-* hints, designed to work alongside the official Playwright MCP for browser automation.

RAG MCP Server

Enables Claude Desktop to search custom knowledge bases using retrieval-augmented generation via a simple MCP tool.

ogham-mcp

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client.

OSM Edit MCP Server

Enables AI assistants to search, validate, and edit OpenStreetMap data through natural language commands and built-in safety protections. It supports discovery of nearby amenities, geographic data exploration, and secure map editing via OAuth authentication.

xcode-cloud-mcp

Local MCP server enabling agents to track Xcode Cloud builds and access TestFlight crash reports through the App Store Connect API.

MCP Metaso

A Model Context Protocol server that enables Claude and compatible AI assistants to perform multi-dimensional searches (web, documents, scholarly articles, images, videos, podcasts) and parse webpage content using the Metaso AI search engine.

imejis-mcp

Hosted MCP server for Imejis. Your AI agent designs a template once, then renders on-brand images in bulk with the same layout every time, only the data changing.

doc-index

A local-first semantic search server for documents, supporting PDFs, Office files, and text/markdown, enabling natural language search via the Model Context Protocol (MCP).

serbia-invoice-mcp

Enables AI agents to issue, query, and cancel Serbia SEF eFaktura electronic invoices (UBL 2.1 SRB-CIUS) into the national Ministry of Finance system, using the merchant's own API key.

m4x

Local, private audio transcription MCP server enabling AI agents to transcribe audio files entirely on-device without uploading data.

Market.dev MCP Server

Integrates with the Market.dev API to search for open source experts and projects. It enables users to find contributors and developers based on skills, location, or specific library and framework involvement.

Railway Guardrail MCP

A team-wide, remote MCP server that lets Claude operate Railway projects through natural language, with safety guardrails to prevent irreversible actions without human approval.

chrome-devtools-mcp-lite

A lightweight MCP server that enables AI assistants to control Chrome DevTools via CDP for debugging tasks like navigation, screenshots, and JavaScript execution.

Yahoo Finance MCP Server

Provides comprehensive financial data from Yahoo Finance, enabling retrieval of stock prices, company information, financial statements, options data, analyst recommendations, and market news through natural language queries.

falltax-mcp

A sovereign, MIT-licensed MCP server wrapping the falltax SDK for tax-related workflows, enabling offline-capable, signed, and discoverable operations.

Elasticsearch Knowledge Graph for MCP

Implementa uma solução de grafo de conhecimento escalável para o Protocolo de Contexto de Modelo usando Elasticsearch, permitindo que modelos de IA armazenem e consultem informações com capacidades avançadas de busca, comportamento semelhante à memória e arquitetura multi-zona.

ZS (Zobr Script)

A cognitive scripting language for structured reasoning with LLMs. 12 built-in operations (survey, ground, assert, doubt, contrast, synthesize, etc.) for guiding AI through dialectical analysis, impact assessment, and other thinking patterns.

Booster MCP

Booster MCP turns complex codebases into understandable systems with semantic search, 3D visualization, and debugging tools.