MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35601 |
Klarefi
Claim
Complete regulated intake work and retrieve cited case files without deciding t…
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| 35602 |
atlas-docs
Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
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| 35603 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
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| 35604 |
AIAgentwithPineScript
Claim
tv-pinescript-backtest-mcp exposes a remote MCP endpoint so agents can:
run st…
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| 35605 |
Bright Data MCP Server
Claim
Enables AI agents to browse and extract data from any public website via Bright…
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| 35606 |
mcp-real-estate-server
Claim
Dutch real estate data with KRK Makelaars report generation.
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| 35607 |
metatrader-mcp-server
Claim
Enables natural language management of MetaTrader 5 accounts, including checkin…
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| 35608 |
pubmed-search
Claim
Search PubMed and summarize biomedical literature, designed for AI health agent…
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| 35609 |
LangChain MCP Demo
Claim
Enables grounding AI responses in a local document corpus by exposing MCP tools…
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| 35610 |
Twitter Marketing MCP
Claim
Enables Twitter/X marketing automation, including tweet search, account analysi…
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| 35611 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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| 35612 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
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| 35613 |
An MCP server that provides browser compatibility data and web API support info…
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| 35614 |
everos-mcp
Claim
Connects Claude Code to a local EverOS instance for searching and storing long-…
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| 35615 |
Ahrefs MCP Server
Claim
Enables SEO analysis via Ahrefs API v3, providing tools for domain rating, back…
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| 35616 |
pycentauri MCP server
Claim
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
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| 35617 |
octo-mcp
Claim
Controls Octo Browser antidetect profiles and automates browser tasks through n…
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| 35618 |
Integrates GitHub Copilot CLI with MCP clients to offer various coding assistan…
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| 35619 |
Search and compare 26,000+ UK electronics products across multiple retailers i…
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| 35620 |
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
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| 35621 |
cPanel MCP Server
Claim
A comprehensive MCP server for managing cPanel hosting accounts through AI assi…
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| 35622 |
AI Act Companion
Claim
An MCP server that provides tools for deterministic EU AI Act risk classificati…
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| 35623 |
Linear MCP Server
Claim
A Deno implementation that enables AI models to interact with Linear issue trac…
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| 35624 |
flow-mcp
Claim
A minimal MCP server that provides business control primitives (finish, pause, …
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| 35625 |
zep-mcp
Claim
MCP server for the Zep Cloud API — a context engineering platform for AI agent …
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| 35626 |
Launchpad MCP Server
Claim
Read-only MCP server that exposes Launchpad bug-tracking data for a single proj…
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| 35627 |
sipap-data-mcp
Claim
Provides read-only access to sports data, odds intelligence, and historical sta…
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| 35628 |
buffer-mcp
Claim
Enables managing Buffer social media posts via Claude, including creating, sche…
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| 35629 |
mcp_weather
Claim
Provides real-time weather temperature queries for any city with an interactive…
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| 35630 |
OT-AIops
Claim
Provides AI agents with safe, governed read access to industrial control system…
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| 35631 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 35632 |
shepp-lambda-mcp
Claim
A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda …
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| 35633 |
mcp-coinpaprika
Claim
Enables access to Coinpaprika cryptocurrency data, including coin listings, pri…
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| 35634 |
SKILL-02 (not SKILL-01): AI influencer search on TikTok, Instagram & YouTube. s…
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| 35635 |
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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| 35636 |
Find and research people across LinkedIn, Instagram, and the open web. Search w…
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| 35637 |
mcp-server-bfl
Claim
An MCP server that enables AI assistants to generate images using Black Forest …
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| 35638 |
bharatlas-mcp
Claim
Description: Query India's open geo data in natural language. 8 tools: list lay…
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| 35639 |
FirstTouch
Claim
Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-nati…
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| 35640 |
MCP Async Bridge Server
Claim
Adds async processing to any MCP server, with timeout, task management, and sub…
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| 35641 |
Search the Wayback Machine and IA library (40M+ items), fetch snapshots, item m…
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| 35642 |
sflight-mcp
Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
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| 35643 |
GraphRAG MCP Server
Claim
Enables building and querying knowledge graphs by ingesting documents into Neo4…
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| 35644 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 35645 |
Klarova
Claim
A governed context layer for internal data exposed over MCP, enabling agents to…
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| 35646 |
Provides a standardized interface for interacting with GitHub's tools and servi…
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| 35647 |
sendpage
Claim
Publish an HTML document as a link anyone can open in one tap, plus PDF, image …
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| 35648 |
Estate Atlas SD-MCP
Claim
MCP server for querying the San Diego Municipal Code, bulletins, permits, parce…
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| 35649 |
delta-mcp-prototype
Claim
MCP server that wraps the UMT media monitoring API, enabling search and retriev…
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| 35650 |
jimeng-video-mcp-server
Claim
Enables generating videos from images and text prompts using Jimeng Video 3.0 A…
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