MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58851 |
ae-mcp
Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
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| 58852 |
Scouter MCP
Claim
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
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| 58853 |
Worldku Memory
Claim
Save AI conversations into your Worldku memory and recall them from any MCP cli…
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| 58854 |
mcp-server
Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
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| 58855 |
bizgpt
Claim
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| 58856 |
LeyChile MCP
Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
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| 58857 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 58858 |
inbox-mcp
Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
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| 58859 |
twitterapi-docs-mcp
Claim
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
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| 58860 |
Garmin-Strava-mcp
Claim
MCP server that gives Claude access to real-time Garmin Connect and Strava data…
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| 58861 |
gsc-mcp-connector
Claim
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
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| 58862 |
mcp-sessions
Claim
Search and browse Claude Code conversation history across all your projects.
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| 58863 |
mcp-gateway
Claim
Meta-server that reduces Claude Code tool bloat via progressive disclosure, aut…
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| 58864 |
wundervault-mcp
Claim
Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH key…
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| 58865 |
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
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| 58866 |
local-env-mcp
Claim
Exposes your local machine's filesystem, git, shell, network, databases, and sy…
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| 58867 |
sssasd123
Claim
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| 58868 |
medical-codes-mcp-server
Claim
Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-1…
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| 58869 |
n4u
Claim
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| 58870 |
qr-code-ai-mcp
Claim
qr-code-ai-mcp MCP server by MEOK AI Labs
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| 58871 |
FlightTicketMCP
Claim
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
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| 58872 |
pymupdf4llm-mcp
Claim
MCP server for exporting PDF to markdown, optimized for LLM consumption.
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| 58873 |
Duckle MCP Server
Claim
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
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| 58874 |
Hyperbrowser MCP Server
Claim
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
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| 58875 |
MCP server that verifies restaurant booking outcomes by reconciling API claims …
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| 58876 |
ikea-mcp
Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
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| 58877 |
pdf-tools-ai-mcp
Claim
pdf-tools-ai-mcp MCP server by MEOK AI Labs
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| 58878 |
Finance MCP Server
Claim
Enables fetching real-time financial market data, including price, key metrics,…
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| 58879 |
onenote-mcp-server
Claim
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
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| 58880 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects through natural language…
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| 58881 |
fred-mcp
Claim
Enables users to search, retrieve, and explore economic data series from the Fe…
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| 58882 |
ChemMCP
Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
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| 58883 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 58884 |
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
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| 58885 |
up-law-mcp
Claim
A template for building legal MCP servers that enforces source citation to redu…
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| 58886 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 58887 |
telemem
Claim
Long-term and multimodal memory for AI agents - character-aware, mem0-compatibl…
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| 58888 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 58889 |
Devin MCP Server
Claim
Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with…
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| 58890 |
Tiniest Cloud
Claim
Deploy web apps with sign-in, per-user storage, realtime and AI built in.
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| 58891 |
AI2Fin (2Fin) Tax MCP
Claim
Free public tax MCP: GST/VAT, income, company & capital-gains tax for 50+ count…
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| 58892 |
UAP Pulse
Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
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| 58893 |
airly
Claim
Enables natural language interaction with air quality data from Airly, includin…
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| 58894 |
Unpaywall
Claim
Unpaywall MCP — open-access lookup for scholarly papers (free, no key)
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| 58895 |
irail-mcp
Claim
Provides Belgian railway travel information via the iRail API, including statio…
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| 58896 |
Reflect MCP Server
Claim
An unofficial MCP server that enables adding content to daily notes, creating n…
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| 58897 |
OpenAlex MCP Server
Claim
Enables searching and retrieving scholarly works, authors, institutions, and ci…
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| 58898 |
avengers-squad
Claim
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| 58899 |
Laguarde
Claim
Self-hostable policy control plane for AI coding agents.
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| 58900 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
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