MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45701
335
Scouter MCP Claim
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
— ○ ⏳ — N/A N/A — — —
45702
FormatixAI
mcp-server Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
— ○ ⏳ — N/A N/A — — —
45703
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
— ○ ⏳ — N/A N/A — — —
45704
esoiman
bizgpt Claim
— ○ ⏳ — N/A N/A — 95 —
45705
IanGuiloff
LeyChile MCP Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
— ○ ⏳ — — — — — —
45706
rkpraveendev
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
— ○ ⏳ — N/A N/A — — —
45707
dorukardahan
Offline access to TwitterAPI.io documentation for AI assistants. 52 API endpoin…
— ○ ⏳ — N/A N/A — 95 —
45708
Juanfi-ai
MCP server that gives Claude access to real-time Garmin Connect and Strava data…
— ○ ⏳ — — — — — —
45709
JuJu78
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
— ○ ⏳ — N/A N/A — 95 —
45710
Yurich-ru
mcp-sessions Claim
Search and browse Claude Code conversation history across all your projects.
— ○ ⏳ — N/A N/A — — —
45711
ViperJuice
mcp-gateway Claim
Meta-server that reduces Claude Code tool bloat via progressive disclosure, aut…
— ○ ⏳ — N/A N/A — 95 —
45712
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation. 47 MCP tools for charts,…
— ○ ⏳ — — — — 81 —
45713
pmkasion
sssasd123 Claim
— ○ ⏳ — N/A N/A — 95 —
45714
cyanheads
Decodes, searches, validates, and crosswalks US medical codes (ICD-10-CM, ICD-1…
— ○ ⏳ — — — — — —
45715
wundervault
Zero-knowledge secret vault for AI agents: use API keys, passwords, and SSH key…
— ○ ⏳ — — — — — —
45716
basit-devBE
Exposes your local machine's filesystem, git, shell, network, databases, and sy…
— ○ ⏳ — N/A N/A — — —
45717
privateyou.app
n4u Claim
— ○ ⏳ — N/A N/A — 95 —
45718
qqoqto
Enables AI assistants to query flight routes, real-time flight tracking, weathe…
— ○ ⏳ — — — — — —
45719
pymupdf
MCP server for exporting PDF to markdown, optimized for LLM consumption.
— ○ ⏳ — N/A N/A — — —
45720
CodedVibesX
MCP server that verifies restaurant booking outcomes by reconciling API claims …
— ○ ⏳ — N/A N/A — — —
45721
slothflowlabs
Duckle ships its own Model Context Protocol server, so Claude can browse the fu…
— ○ ⏳ — N/A N/A — — —
45722
BACH-AI-Tools
Provides tools to scrape, extract structured data, and crawl webpages, with acc…
— ○ ⏳ — — — — 81 —
45723
taejin5314
ikea-mcp Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
— ○ ⏳ — — — — — —
45724
CSOAI-ORG
pdf-tools-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
45725
jrierapeiro
Enables fetching real-time financial market data, including price, key metrics,…
— ○ ⏳ — — — — — —
45726
purpleslurple
Enables natural language access to Microsoft OneNote notebooks, sections, and p…
— ○ ⏳ — N/A N/A — — —
45727
fritzprix
fred-mcp Claim
Enables users to search, retrieve, and explore economic data series from the Fe…
— ○ ⏳ — N/A N/A — — —
45728
parajuliminiyan
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
— ○ ⏳ — N/A N/A — — —
45729
devRonPark
Translates Korean KakaoTalk messages to natural Japanese with pronunciation and…
— ○ ⏳ — — — — — —
45730
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
— ○ ⏳ — — — — — —
45731
bioanywhere
Enables AI assistants to interact with GitLab projects through natural language…
— ○ ⏳ — — — — 81 —
45732
UPDerechoIA
up-law-mcp Claim
A template for building legal MCP servers that enforces source citation to redu…
— ○ ⏳ — N/A N/A — — —
45733
AiAgentKarl
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
— ○ ⏳ — — — — — —
45734
ldastey-dev
Enables interaction with Devin's API across all versions (v1, v2, v3beta1) with…
— ○ ⏳ — — — — 81 —
45735
togethercomputer
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
— ○ ⏳ — N/A N/A — 95 —
45736
davidmosiah
UAP Pulse Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
— ○ ⏳ — N/A N/A — — —
45737
embracingearth-space
Free public tax MCP: GST/VAT, income, company & capital-gains tax for 50+ count…
— ○ ⏳ — — — — — —
45738
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
— ○ ⏳ — — — — — —
45739
SMABoundless
Enables searching and retrieving scholarly works, authors, institutions, and ci…
— ○ ⏳ — N/A N/A — — —
45740
HansF
irail-mcp Claim
Provides Belgian railway travel information via the iRail API, including statio…
— ○ ⏳ — — — — — —
45741
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
— ○ ⏳ — N/A N/A — — —
45742
FuturPanda
Laguarde Claim
Self-hostable policy control plane for AI coding agents.
— ○ ⏳ — N/A N/A — — —
45743 — ○ ⏳ — N/A N/A — 95 —
45744
jaejin0me
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
— ○ ⏳ — N/A N/A — 95 —
45745
Ziforge
Bridges MCP clients to a running SuperCollider IDE, enabling code evaluation, s…
— ○ ⏳ — N/A N/A — — —
45746
pipeworx-io
Enables querying global EV charging station data from Open Charge Map through n…
— ○ ⏳ — — — — — —
45747
asashiki
sticker-mcp Claim
Enables AI to send expressive stickers based on conversation context, with a bu…
— ○ ⏳ — N/A N/A — — —
45748
JulianThorpe
Provides tools to check appointment availability and format call summaries via …
— ○ ⏳ — N/A N/A — — —
45749
miantiao-me
Enables natural language search and querying of your GitHub starred repositorie…
— ○ ⏳ — — — — — —
45750
ProSuite
prosuite-mcp Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
— ○ ⏳ — — — — — —
Showing 45701–45750 of 69261 servers
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