Discover Awesome MCP Servers

mcp-market-ru

MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.

Menhir

Provides coding agents with governed semantic memory and code-graph context via MCP, enabling code-linked recall, blast-radius impact analysis, and lifecycle-aware memory management.

Mnemosyne MCP

Provides persistent knowledge graph memory for AI agents with local semantic search using Neo4j and ONNX embeddings, enabling offline operation with zero API costs.

MCP Vulnerability Management System

Sistem komprehensif yang membantu organisasi melacak, mengelola, dan menanggapi kerentanan keamanan secara efektif melalui fitur-fitur seperti pelacakan kerentanan, manajemen pengguna, tiket dukungan, manajemen kunci API, dan manajemen sertifikat SSL.

ROS & LLM Integration Bridge

Enables large language models to interact with ROS robots seamlessly, allowing natural language control, real-time sensor monitoring, and autonomous task execution without modifying existing robot code.

chronicle-mcp

A local MCP server that provides persistent, queryable memory for Crusader Kings II tabletop RP sessions, with tools to log and retrieve characters, timeline events, and tomes backed by plain JSON files.

Zendesk MCP Server

Enables AI agents to interact with Zendesk ticket data for customer support analysis and insights. It supports searching tickets by tags or keywords, retrieving ticket details, and analyzing agent performance and service trends.

mcp-server

Demo MCP

reflect-mcp

Enables AI assistants to create notes, save links, append to daily notes, and manage knowledge graphs in Reflect via the Reflect Notes API, with OAuth2 authentication and token management.

Redmine MCP Server

Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, and files via the MCP protocol.

Job Matcher MCP

AI-powered job search and resume customization MCP server that automates job searching and tailors resumes for each role.

n8n-ops-mcp

Provides ops-focused n8n tools for MCP-compatible agents, enabling listing, inspecting, triggering, validating, managing tags, running security audits, and safely editing n8n workflows with auto-backup and confirm gates.

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.

@debugai/mcp

Enables AI agents to debug errors by providing root cause analysis and ranked fixes with code patches. Supports any MCP client.

figma-bridge

An MCP server that bridges Claude to Figma, enabling read access via REST and full create/edit capabilities through the Figma Plugin API over a local WebSocket.

RepoPilot MCP Server

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

rei-memory-mcp

Read-only MCP server that lets Claude/Rei query a curated SEED_KERNEL repository of over 1,677 theories via full-text search, ID lookup, or STEP metadata.

bookstack-mcp

HTTP MCP server enabling LLMs to search, create, read, update, and delete BookStack entities (books, chapters, pages, shelves) using API tokens.

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

MPT AP e PA: Certidão Negativa de Feitos

Enables querying official negative certificates (Certidão Negativa de Feitos) from the Brazilian Labor Prosecutor (MPT) for Amapá and Pará through a read-only MCP server.

Site Knowledge

Crawls a website, indexes its content, and answers questions with cited sources over MCP.

Amanah MCP

MCP server that enables AI agents to propose USDC payments on the Soroban blockchain with deterministic policy enforcement and injection protection, while providing payment status and attestation tools.

tardigrade-shield

Model-agnostic cybersecurity MCP server for CMMC 2.0 compliance workflows with air-gapped Ollama mode.

deepseek-code-worker-mcp

Offloads expensive code reading, editing, and checking tasks to DeepSeek through Claude Code, saving Codex main-thread tokens by 40-60%.

mimo-free-api-mcp

OpenAI-compatible gateway and native MCP server for Xiaomi MiMo models, enabling search and vision capabilities in clients like Claude and Cursor.

Swiss Law Local Search

Provides offline full-text search across 35,000+ Swiss laws from all cantons and federal level using SQLite FTS5 indexing. Enables querying laws, articles, and metadata through natural language.

CHARLIE

Unified knowledge management and agent orchestration MCP server for Claude Code that remembers project patterns, assigns specialist agents, loads relevant knowledge into prompts, and tracks work across sessions to save time and reduce costs.

NegativeEV

Grades sports bets against thousands of play-by-play simulations, reporting simulated probability, implied probability, and edge.

LATAM Intelligence MCP

Provides business intelligence, compliance tools, and economic data for Latin America, including Brazilian company lookups, tax ID validation for multiple countries, and economic indicators from official government sources.