Discover Awesome MCP Servers

relation-mcp

Enables to interact with Re:lation support tickets via MCP. Allows searching, updating, replying to tickets, and managing customers and internal records.

PixelRAG MCP Server

A visual Retrieval-Augmented Generation MCP server that renders web pages, PDFs, and design screenshots into visual tiles and enables natural language querying over them via multimodal vision embeddings.

China Travel MCP

Provides AI assistants with comprehensive China inbound travel capabilities, including hotel and flight search, attraction discovery, itinerary planning, and travel tips.

wealvest-ai

Enables AI-driven financial analysis including portfolio analysis, risk assessment, investment simulation, market intelligence, and report generation via NitroStudio.

San Diego City GIS MCP

Enables querying and spatial analysis of City of San Diego GIS layers (zoning, habitats, land use, etc.) via ArcGIS REST services, with tools for search, metadata, and spatial queries.

deep-filesystem-tree

Implementasi Model Context Protocol (MCP) yang menyediakan kemampuan visualisasi dan manipulasi pohon sistem berkas yang mendalam. Alat ini memungkinkan navigasi dan pengelolaan struktur direktori yang kompleks secara efisien, meningkatkan alur kerja pengembangan dengan operasi sistem berkas yang didukung oleh AI. Kompatibel dengan

MCP Shipping Control Center

Enables comprehensive shipping and order management through EasyPost and Veeqo integrations. Supports creating orders, generating shipping labels, tracking shipments, and managing unified workflows with a web-based dashboard interface.

agora-platform

A shared communication bus for multiple agents using NATS and MCP, enabling MCP clients to list, message, and query agents.

Azure DevOps MCP

This MCP server enables agents to list, view diffs, create, and submit Azure DevOps pull requests using VS Code's Microsoft authentication.

github-mcp-sse

Implement SSE to stream agent responses/updates involving the GitHub MCP server

CIViC MCP Server

Enables querying the CIViC database for clinical interpretations of cancer variants through tools like get_variant_evidence and get_variant_assertions.

wisdomGraph

This MCP server lets AI agents persistently record facts, experiences, insights, and lessons into a Neo4j DIKW graph, then query that memory across sessions to prevent repeating past mistakes.

dts-mcp

Enables uploading source data, queuing Windows DTS Engine publishing jobs, monitoring them, and downloading hash-verified 3DT results.

RS3 Wiki API MCP Server

Enables Claude to interact with the RuneScape Wiki through search, page retrieval, extracts, and ASCII image rendering.

windex MCP server

Enables hybrid search (dense + sparse) over self-hosted indexes of continuously ingested public datasets (news, GitHub, Wikipedia, arXiv, small web, devdocs, Hacker News) using your own embedding model, served via the Model Context Protocol.

SAIHM MCP Server

Provides non-custodial, post-quantum encrypted memory for AI agents, enabling portable memory across models with provable erasure.

@tokens/dsh-browser-use

Enables language models to control a real visible browser with a full set of 24 tools for navigation, clicking, form filling, screenshots, and reading page structure, while preserving login states and supporting configurable browser policies.

kicad-mcp

An MCP server that gives AI agents end-to-end control of KiCad 9+ for rule checks, manufacturing exports, production-readiness certification, and live PCB editor control.

mcp-playwright-test

An MCP server that automates Playwright-based UI and API testing, supporting test case generation from requirements or API specs, and execution with detailed reports.

frontdesk-review

Sourced product prices, dated price history, specs and independent-test coverage across 4,764 hardware products and 2,064 software vendors — every figure returned with its source URL and the date it was captured. Unknown values come back as null rather than a guess, so an agent can cite what it surfaces.

resume-tailor-mcp-server

Helps job seekers tailor their resume and generate cover letters against a specific job posting, powered by Claude.

Doris MCP Server on AWS AgentCore

Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries, monitoring, and data governance over HTTPS via AWS Bedrock AgentCore Runtime.

Codex Bridge

A self-hosted MCP server that lets claude.ai delegate tasks to OpenAI Codex CLI, billed through the ChatGPT subscription, with tools for job submission, status polling, and result retrieval.

Ollama MCP Proxy

A comprehensive MCP proxy server that bridges MCP clients with Ollama local language models, providing advanced features like RAG integration, context management, caching, and production-ready security.

lsp-mcp

Enables AI assistants to interact with VS Code's language server protocol features (definitions, references, diagnostics) and debugger (breakpoints, stepping, variable inspection) via an MCP server.

FastMCP_RecSys

Sistem Rekomendasi Pakaian Berbasis CLIP yang memungkinkan pengguna mengunggah gambar pakaian dan menerima tag dan rekomendasi berdasarkan analisis visual.

browse-ai

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.

Notification AI MCP

Notification AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

NicePay MCP Server

Enables developers to search and access NicePay payment API documentation, including endpoint details, code samples, and SDK method information through natural language queries.

DepScope

Package intelligence MCP server. Stops AI agents from installing hallucinated/malicious packages across 17 ecosystems. 22 tools, free, no auth.