MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52551 |
shepp-lambda-mcp
Claim
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
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| 52552 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 52553 |
files-vector-mcp-server
Claim
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
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| 52554 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 52555 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 52556 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
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| 52557 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 52558 |
MCP Async Bridge Server
Claim
Adds async processing to any MCP server, with timeout, task management, and sub…
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| 52559 |
FirstTouch
Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
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| 52560 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 52561 |
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
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| 52562 |
GraphRAG MCP Server
Claim
Enables building and querying knowledge graphs by ingesting documents into Neo4…
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| 52563 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 52564 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 52565 |
sendpage
Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
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| 52566 |
Estate Atlas SD-MCP
Claim
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
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| 52567 |
Dev Notes MCP Server
Claim
Enables Claude Code to save, list, and read markdown notes directly from conver…
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| 52568 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
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| 52569 |
airflow-unfactor
Claim
An MCP server that converts Apache Airflow DAGs into Prefect flows. It provides…
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| 52570 |
Wireshark MCP Server
Claim
A comprehensive MCP server that provides AI assistants with professional-grade …
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| 52571 |
jimeng-video-mcp-server
Claim
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
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| 52572 |
Provides a standardized interface for interacting with GitHub's tools and servi…
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| 52573 |
OmniFocus MCP Server
Claim
An MCP server that enables AI assistants to interact with OmniFocus on macOS vi…
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| 52574 |
MemoryThreads
Claim
Persistent, searchable conversation memory shared across Claude Code and Codex,…
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| 52575 |
A production-ready MCP server that authenticates agents via OAuth 2.1 Bearer to…
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| 52576 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 52577 |
Bangumi MCP
Claim
Enables searching and retrieving information about anime, manga, and related co…
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| 52578 |
Enables management and monitoring of Databricks jobs, including listing, runnin…
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| 52579 |
A11y Check
Claim
Web accessibility scanning (WCAG 2.2 AA + KWCAG 2.2) with Korean remediation gu…
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| 52580 |
@lumiastream/mcp
Claim
An MCP server for Lumia Stream that lets AI assistants trigger commands, set li…
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| 52581 |
obsidian-mcp
Claim
MCP server that provides read and write access to an Obsidian vault by interact…
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| 52582 |
Enables Claude to search and analyze Korean academic papers using the Korea Cit…
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| 52583 |
wildberries-mcp
Claim
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
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| 52584 |
Vibe MCP
Claim
Browser automation MCP server that enables multiple AI agents to simultaneously…
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| 52585 |
altium-designer-mcp
Claim
An MCP server that provides file I/O and primitive placement tools, enabling AI…
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| 52586 |
re-il2cpp
Claim
An MCP server that recovers original C# class, method, field, and parameter nam…
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| 52587 |
Vibe MCP Server
Claim
Enterprise-grade MCP server for Vibe APIs, enabling AI agents to manage project…
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| 52588 |
mcp-dauthau
Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
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| 52589 |
DeepMap MCP
Claim
Enables LLMs to directly access and analyze cancer dependency data from the Dep…
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| 52590 |
mcp-resilland
Claim
AI-powered spatial intelligence for landscape restoration, enabling queries on …
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| 52591 |
Provides AI knowledge base query service for Cocos Creator 3.8.8 + exia-framewo…
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| 52592 |
ComputerMate
Claim
Enables AI to control a computer through mouse, keyboard, and screen capture to…
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| 52593 |
MCP server that pushes Feishu (Lark) messages to Claude Code sessions and allow…
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| 52594 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards. Supports creating, up…
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| 52595 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 52596 |
oracledb-mcp
Claim
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible …
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| 52597 |
MCPyDoc
Claim
Provides real-time access to Python package documentation, source code, and sym…
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| 52598 |
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does …
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| 52599 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 52600 |
devops-agent-networking
Claim
Enables DevOps Agent to troubleshoot VPC networking problems by running live pr…
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