MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 1 hour, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45701 |
Scouter MCP
Claim
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
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| 45702 |
mcp-server
Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
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| 45703 |
inbox-mcp
Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
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| 45704 |
bizgpt
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| 45705 |
LeyChile MCP
Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
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| 45706 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 45707 |
twitterapi-docs-mcp
Claim
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
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| 45708 |
Garmin-Strava-mcp
Claim
MCP server that gives Claude access to real-time Garmin Connect and Strava data…
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| 45709 |
gsc-mcp-connector
Claim
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
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| 45710 |
mcp-sessions
Claim
Search and browse Claude Code conversation history across all your projects.
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| 45711 |
mcp-gateway
Claim
Meta-server that reduces Claude Code tool bloat via progressive disclosure, aut…
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| 45712 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 45713 |
sssasd123
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| 45714 |
medical-codes-mcp-server
Claim
Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-1…
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| 45715 |
wundervault-mcp
Claim
Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH key…
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| 45716 |
local-env-mcp
Claim
Exposes your local machine's filesystem, git, shell, network, databases, and sy…
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| 45717 |
n4u
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| 45718 |
FlightTicketMCP
Claim
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
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| 45719 |
pymupdf4llm-mcp
Claim
MCP server for exporting PDF to markdown, optimized for LLM consumption.
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| 45720 |
MCP server that verifies restaurant booking outcomes by reconciling API claims …
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| 45721 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 45722 |
Hyperbrowser MCP Server
Claim
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
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| 45723 |
ikea-mcp
Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
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| 45724 |
pdf-tools-ai-mcp
Claim
pdf-tools-ai-mcp MCP server by MEOK AI Labs
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| 45725 |
Finance MCP Server
Claim
Enables fetching real-time financial market data, including price, key metrics,…
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| 45726 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 45727 |
fred-mcp
Claim
Enables users to search, retrieve, and explore economic data series from the Fe…
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| 45728 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 45729 |
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
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| 45730 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 45731 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 45732 |
up-law-mcp
Claim
A template for building legal MCP servers that enforces source citation to redu…
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| 45733 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 45734 |
Devin MCP Server
Claim
Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with…
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| 45735 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 45736 |
UAP Pulse
Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
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| 45737 |
AI2Fin (2Fin) Tax MCP
Claim
Free public tax MCP: GST/VAT, income, company & capital-gains tax for 50+ count…
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| 45738 |
airly
Claim
Enables natural language interaction with air quality data from Airly, includin…
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| 45739 |
OpenAlex MCP Server
Claim
Enables searching and retrieving scholarly works, authors, institutions, and ci…
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| 45740 |
irail-mcp
Claim
Provides Belgian railway travel information via the iRail API, including statio…
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| 45741 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
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| 45742 |
Laguarde
Claim
Self-hostable policy control plane for AI coding agents.
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| 45743 |
avengers-squad
Claim
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| 45744 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
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| 45745 |
supercollider-mcp
Claim
Bridges MCP clients to a running SuperCollider IDE, enabling code evaluation, s…
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| 45746 |
mcp-openchargemap
Claim
Enables querying global EV charging station data from Open Charge Map through n…
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| 45747 |
sticker-mcp
Claim
Enables AI to send expressive stickers based on conversation context, with a bu…
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| 45748 |
mcp-availability-server
Claim
Provides tools to check appointment availability and format call summaries via …
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| 45749 |
GitHub Stars MCP Server
Claim
Enables natural language search and querying of your GitHub starred repositorie…
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| 45750 |
prosuite-mcp
Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
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