Discover Awesome MCP Servers

freedcamp

freedcamp

m00nreport

Test management over MCP: author test cases, run manual executions with per-case results, cut releases, and link automated tests to the cases they cover. Works against the hosted M00N Report service or a self-hosted instance.

Fal Recraft V3 MCP Server

Provides access to the fal-ai/recraft/v3 image generation model for creating high-quality images with advanced style controls including realistic, digital illustration, and vector art styles, plus color guidance and local image download capabilities.

aster-info-mcp

An MCP server that provides structured access to Aster DEX market data—covering candlesticks, order books, trades, and funding rates.

arch-niri-mcp

Enables AI assistants to inspect, control, and automate Arch Linux/CachyOS and the Niri Desktop Environment through natural language, featuring tools for window management, system administration, package queries, and hardware control.

fix-mcp

MCP server for AI-assisted trading operations, enabling agents to diagnose and resolve FIX, OMS, and venue incidents through controlled tools and human approval.

Amneshia

Unified, zero-external-database multi-agent long-term memory hub with SQLite FTS5 BM25 search, knowledge graph, sleep cycle consolidation, and a web dashboard.

MCP Memory

Provides persistent memory for MCP clients, enabling them to remember user preferences and behaviors across conversations using vector search and Cloudflare's infrastructure.

score-studio-mcp

This server enables agents to identify users and organizations, inspect versioned datasets and model lineage, start training jobs, run and read evaluations, verify deployments, and execute typed workflows through authenticated MCP endpoints.

Academic MCP

Enables AI tools to search and retrieve data from various South Korean and Japanese academic databases, including research journals, historical records, and legislative information.

SIA MCP Server

Provides read-only access to SIA data, including inmates, visits, services, and daily schedules via FastMCP. Enables querying prison system information without write operations.

AI Image Analysis MCP

AI-powered image analysis using Google Gemini 2.0 Flash with enterprise security and multiple client access methods.

foldkit

Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client like Claude Code, Cursor, or Cline.

Local BI Assistant MCP Server

Enables natural language business intelligence queries on local databases, generating SQL, visualizations, and insights with 5 MCP tools.

bnbchain-mcp

bnbchain-mcp

better-call-claude

Bi-directional communication for Claude Code via Voice Calls, SMS, and WhatsApp, allowing users to call Claude, receive callbacks, and interact through multiple channels.

Vector MCP Server

Enables AI agents to interact with the Vector blockchain (Apex Fusion's UTXO-based L2) for wallet management, transactions, smart contracts, and on-chain AI agent identity management.

mind-mcp

An MCP server that gives AI citizens access to a shared knowledge graph governed by 21 physics laws.

LabOps Agent MCP Server

MCP server that enables clinical lab staff to predict reagent stockouts, check inventory, create orders, and update inventory canvases directly from Slack.

ZWCAD-MCP

Enables AI clients to drive ZWCAD drawing, modification, query, and plotting via natural language.

Memento

A local, fully-offline MCP memory server that enables persistent storage and retrieval of information using SQLite with both keyword and semantic vector search capabilities.

Spotter-SAST

Enterprise-grade MCP server for static application security testing with multi-tool integration, compliance verification, AI-powered remediation, and multi-tenant management.

nexus-exchange-mcp

An MCP server that exposes the Nexus Exchange API as tools an AI agent can call to read market data and place trades.

directory-indexer

Provides AI assistants with semantic search and read access to local files and directories, enabling knowledge retrieval from indexed content.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

rag-rat

Local repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.

rosetta

Enables translation of Excel files using Claude AI while preserving formatting, formulas, and data integrity.

Claude MCP Custom Tools Server

Provides Claude Desktop with custom tools for math, web search (DuckDuckGo), Wikipedia, ArXiv, and simulated Airbnb searches via MCP.

mcp-arcgis-eagan

Enables querying and exploring City of Eagan open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, supporting dataset search, layer query, and schema inspection through natural language.