Discover Awesome MCP Servers

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

OpenSearch Logs MCP Server

Enables querying OpenTelemetry logs stored in OpenSearch across development and production environments. Provides tools for searching logs by various criteria including free-text Lucene queries, trace IDs, service names, error levels, and specific fields.

tfl-mcp-server

Provides real-time Transport for London data including line status, journey planning, and disruption information via the TfL Unified API.

CADPilot

AI pilots FreeCAD. Provides full control of FreeCAD for parametric modeling, assembly, geometry sensing, and more via MCP tool calls.

MemTrust

Enables secure, human-approved AI memory from Gmail messages for Claude, with provenance, risk inspection, expiry, and revocation controls.

hivepulse

MCP server for agent network monitoring. Aggregates real-time population counts, transaction volume, and health metrics across multi-service agent infrastructure.

Advanced HWP MCP Server

Enables comprehensive control of Hangul (HWP) documents through an MCP server, supporting operations from basic document management to advanced formatting, tables, images, and document structure manipulation.

Postal MCP Server

A SQLite-backed message queue system that enables multiple AI agents to communicate with each other via a simple HTTP interface.

mcp-nbb

Enables discovery and retrieval of National Bank of Belgium statistical data across 221 SDMX dataflows, with search, descriptions, custom queries, and comparisons of economic indicators.

Synapse MCP

A semantic code context server that connects your local repository to AI assistants via the Model Context Protocol, enabling dynamic codebase exploration without copy-pasting.

Sales Analytics MCP Server

Provides Claude Desktop and other MCP-compatible clients with read-only access to a PostgreSQL sales database, enabling SQL queries, schema inspection, and anomaly detection.

computer-use

Provides a JSON-RPC computer use runtime for macOS, exposing 7 MCP tools (observe/act/inspect/session/cancel/trace) as image content blocks so external agents like Claude Code, Pi, OpenCode, or Codex CLI can capture screenshots and drive the desktop with clicks, keys, and typing while enforcing session locking, stale-frame protection, and trace redaction server-side.

chord-synth

Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 instruments, and drum tracks via MCP tools like generate_wav and list_options.

Remote MCP Server for Cloudflare

A tool that allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling users to create and use custom AI tools via the Cloudflare AI Playground or Claude Desktop.

CG Alpha MCP

Enables crypto market analysis by combining Elfa's sentiment data and trending tokens with technical analysis tools (RSI, Bollinger Bands). Works alongside CoinGecko MCP to provide comprehensive token performance insights across multiple timeframes.

HIBP-MCP-Server

Enables querying Have I Been Pwned API for data breaches, passwords, and pastes via natural language.

agentready

MCP server for auditing e-commerce stores' AI agent readiness, providing deterministic scores, blockers, and fixes. Enables agents to call check_merchant_readiness, get_readiness_report, and list_agent_ready_stores.

replenishradar

Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools for stockout risk, demand forecasts, purchase order management, and sales analytics — with human-in-the-loop safeguards.

nullpath MCP Client

Enables users to discover and research AI agents on nullpath's marketplace through MCP-compatible applications like Claude Desktop and Cursor. It provides tools for searching agents by capability, looking up agent details, and checking trust scores.

YAPI MCP Server

A Model Context Protocol (MCP) server for interacting with a YAPI instance, enabling LLMs to list, search, and retrieve detailed API documentation from YAPI projects.

KB-MCP Server

A local-first knowledge base server that enables AI clients to store, retrieve, and manage documents using semantic search. Provides privacy-focused, offline-capable memory for AI assistants with tools for ingesting, querying, updating, and deleting knowledge.

drawio-mcp-server

Enables AI agents to create, modify, and analyze diagrams using Draw.io (Diagrams.net) through MCP commands.

collegia-mcp

Enables teachers to use AI agents for lesson preparation, grading, and administrative tasks through tools for class averages, school resources, and assessment prompts.

MCP Client Compatibility Probe

Small diagnostic MCP server for checking what MCP clients actually support, including tools, resources, prompts, and transport behavior.

agent-data

Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper.

Alayman Article Retrieval

Retrieves blog articles from an external API with metadata including titles, authors, URLs, and engagement metrics like share counts and view counts.