Discover Awesome MCP Servers

Semantic Scholar MCP Server

Provides direct access to 200M+ academic papers from Semantic Scholar, enabling paper search with advanced filters, author discovery, citation analysis, and AI-powered paper recommendations through natural language.

GSAP-Animation-Generate

A comprehensive GSAP animation generation tool that offers AI-driven intent analysis, full API coverage, and production-ready animation modes, helping developers quickly create high-performance animations.

Quorum Git Agent

Analyze GitHub repositories with health scores, issue triage, and action items through MCP tools.

CV Recruitment Assistant

Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data through 15 specialized tools for candidate evaluation, technical skills assessment, job matching, and portfolio analysis.

DICOM/HL7/FHIR Interoperability MCP Server

Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.

GraphQL Schema

一个 MCP 服务器，它向像 Claude 这样的 LLM 暴露 GraphQL schema 信息。这个服务器允许 LLM 通过一套专门的工具来探索和理解大型 GraphQL schema，而无需将整个 schema 加载到上下文中。 (Alternative translation, emphasizing the functionality:) 一个 MCP 服务器，其作用是将 GraphQL schema 信息提供给像 Claude 这样的 LLM。 该服务器提供了一系列专用工具，使 LLM 能够探索和理解大型 GraphQL schema，而无需将整个 schema 加载到其上下文环境中。

opensearch-mcp

An MCP server that enables AI agents to interact with OpenSearch, including searching indices, managing documents, creating and deleting indexes, checking cluster health, and monitoring statistics.

io.github.dontsovcmc/ozon-seller

MCP server for Ozon Seller API, enabling product, order, finance, and analytics management via natural language or CLI.

divination-chart-mcp

An MCP server for generating Chinese divination charts (Six-line and Bazi) based on user input.

airports

Wraps the AirportGap API to provide airport data without authentication, enabling natural language queries about airports.

mineru-docparse-mcp

Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocParse API. Supports synchronous parsing and async background tasks for large files.

mcp-server-docker

mcp-server-docker

pocket-mcp

Turns PocketBase into a persistent knowledge base, enabling Claude Code to capture and retrieve project knowledge, tasks, decisions, and workflows via semantic search.

fugaku-mcp

MCP server for the Fugaku supercomputer that enables natural language job submission, monitoring, file transfer, and command execution via AI agents like Claude Code.

mcp-kultur

Cultural Intelligence Infrastructure for AI Agents. Analyze cultural context, check sensitivity, localize content across 200+ markets with 15 tones and 8 specialized tools.

Mempool MCP Server

A Model Context Protocol server that provides real-time Bitcoin blockchain and mempool data to AI clients, allowing access to comprehensive Bitcoin network information through various data tools.

notion-local-ops-mcp

Enables Notion AI to interact with local files, execute shell commands, and delegate complex tasks to local AI agents. Provides file operations, command execution, and task delegation capabilities for local workspace management.

mcp-yandex360

An MCP server for Yandex 360 that provides 28 tools for Disk, Telemost, and Messenger, plus an escape hatch for undocumented endpoints.

qiaomu-llm-mcp

A local MCP gateway that unifies multiple LLM providers, API keys, routing, and multi-model discussions into a single tool surface.

DocMind

An MCP-native document research agent that provides search, summarization, and citation tools for iterative multi-step research, ending in validated structured JSON reports.

devir

A command-line interface and MCP server for managing and monitoring multiple development services through a unified terminal UI. It enables users to interact with service logs, filter messages, and control development environments directly via Model Context Protocol integration.

mcp-data-aixmarseille

Enables searching and querying datasets from Aix-Marseille-Provence Open Data portal. Supports filtering, aggregation, and pagination via ODSQL.

agentaeo-mcp-server

Audit your brand's visibility across ChatGPT, Perplexity, Claude, and Google AI - get citation rates, AEO health scores, content gap analysis, and a 9-page content suite to rank in AI-generated answers.

WritBase

A control plane for AI agents and human supervisors. Persistent task registry with scoped permissions, inter-agent delegation, and full provenance — all accessible via MCP. Deploy on Supabase free tier in 3 commands.

jetkvm-mcp

MCP server that enables AI to see and control a physical computer via a JetKVM device for screen viewing, mouse/keyboard input, media mounting, and power management.

agent-browser

Provides a headless Chromium browser through MCP, enabling AI agents to browse JavaScript-rendered pages, search the web, capture screenshots, extract tables and data, and run stateful multi-step interactions like clicking, typing, and form submission.

mcp-local-llm

An MCP server that allows Claude Code to offload mechanical tasks such as summarization, classification, and drafting to a local LLM, reducing API costs while keeping Claude in control of complex reasoning and quality review.

StitchAPI Docs

MCP server for the StitchAPI docs: search_docs (hybrid BM25+vector) + get_doc. Local/offline npm package (@stitchapi/docs-mcp, docs bundled, no per-query network) and a hosted Streamable-HTTP server (stitchapi.dev/api/mcp).

codecks-mcp

MCP server for Codecks project management, providing 38 tools to manage cards, decks, milestones, tags, and workflows via the Model Context Protocol.