MCP Server Quality Scores

Independent quality analysis of 69419 public MCP servers

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69419
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34036
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2112
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16953
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Last updated 9 hours, 48 minutes ago

Grade Distribution

Score Distribution

Newly Added

Weekbird F Planitude F Pixelary F Owndy F Montik F

Biggest Gainers

Airport Pickups London +31 MacTech Federal Market +23 Data Center Index +12

Biggest Drops

Second Opinion -48 worldhums -48 Black Label Continuum Website MCP -48
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37301
tunde-alao
Social MCP Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
 — ○ ⏳ — N/A N/A — — —
37302
ramonvanalteren
eve-sde-mcp Claim
MCP server providing read-only access to Eve Online's Static Data Export (SDE),…
 — ○ ⏳ — N/A N/A — — —
37303
mirazer0naver
— ○ ⏳ — N/A N/A — 95 —
37304
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
 — ○ ⏳ — — — — 81 —
37305
Latimer-Woods-Tech
MysticAPI Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
 — ○ ⏳ — — — — — —
37306
colecantu904
virtuous-mcp Claim
An MCP server that enables AI assistants to interact with Virtuous CRM+ through…
 — ○ ⏳ — — — — — —
37307
hasna
todos Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
 — ○ ⏳ — N/A N/A — — —
37308
Starefossen
An MCP server for managing kids' sports activities on Spond. Built for parents …
 — ○ ⏳ — — — — 81 —
37309
LuciferDono
An intelligent MCP server for Google Stitch that generates production-ready UI …
 — ○ ⏳ — — — — — —
37310
zb-ss
Servonaut Claim
Manage AWS, Hetzner, OVH and SSH servers: status, logs, CloudWatch, IP bans, sa…
 — ○ ⏳ — N/A N/A — — —
37311
Randhir123
Enables read-only Kubernetes incident investigation through MCP tools for listi…
 — ○ ⏳ — N/A N/A — — —
37312
Magnolia-Tech-Services-LLC
Provides comprehensive access to the ResourceSpace Digital Asset Management API…
 — ○ ⏳ — — — — — —
37313
zernozerno
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
 — ○ ⏳ — — — — — —
37314
jstjep00
dehashed-mcp Claim
An MCP server that wraps the DeHashed breach-data API, exposing endpoints as to…
 — ○ ⏳ — N/A N/A — — —
37315
clarsbyte
WashedMCP Claim
Token-optimized semantic code search with automatic context expansion for AI co…
 — ○ ⏳ — N/A N/A — — —
37316
j0hanz
Gemini-powered MCP server for code review analysis.
 — ○ ⏳ — N/A N/A — 95 —
37317
edgarator
Oolkin Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
 — ○ ⏳ — — — — — —
37318
cxzzzz
wavekit-mcp Claim
An MCP server that provides AI assistants with a persistent, sandboxed Python e…
 — ○ ⏳ — N/A N/A — — —
37319
chrishayuk
mcp-cli Claim
Yet another CLI tool for testing MCP servers
 — ○ ⏳ — N/A N/A — 95 —
37320
moaaz01
A secure, sandboxed file system server that enables reading, writing, searching…
 — ○ ⏳ — N/A N/A — — —
37321
OctoTrip
Free, no-login MCP server for searching and comparing flights with real-time pr…
 — ○ ⏳ — — — — — —
37322
permanu
SuperSkill Claim
Runtime intelligence layer for AI agent skills that scores, resolves, and loads…
 — ○ ⏳ — N/A N/A — — —
37323
loykim621-lab
An MCP server that enables searching Korean government startup grants, checking…
 — ○ ⏳ — — — — — —
37324
donggyun112
keymem Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
 — ○ ⏳ — N/A N/A — — —
37325
pristley
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
 — ○ ⏳ — — — — — —
37326
jayimu
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
 — ○ ⏳ — N/A N/A — — —
37327
kychee-com
kysigned-mcp Claim
Enables management of e-signature envelopes — create, check status, list, send …
 — ○ ⏳ — — — — — —
37328
sea9401
Provides access to philosophy texts including scholarly papers from PhilPapers/…
 — ○ ⏳ — — — — — —
37329
thronapple
Lightweight MCP server for controlling a Windows Chrome instance from WSL, desi…
 — ○ ⏳ — N/A N/A — — —
37330
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
 — ○ ⏳ — — — — — —
37331
mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
 — ○ ⏳ — N/A N/A — — —
37332
Shared AI + user PowerShell session on Windows - execute commands, run scripts,…
 — ○ — N/A N/A — 81 —
37333
ber-data
bertron-mcp Claim
MCP server providing access to the BERtron API for aggregating genomic and envi…
 — ○ ⏳ — — — — — —
37334
konradxmalinowski
A Python MCP server for note management with RAG capabilities, enabling adding,…
 — ○ ⏳ — N/A N/A — — —
37335
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
 — ○ ⏳ — N/A N/A — — —
37336
snss10
DBeast Claim
DBeast MCP is a robust, security-first Model Context Protocol server designed t…
 — ○ ⏳ — N/A N/A — 95 —
37337
rushikeshmore
tor-mcp Claim
Routes web requests from AI tools through Tor for anonymized fetching, with sel…
 — ○ ⏳ — N/A N/A — — —
37338
GreatBlu
The most comprehensive signal intelligence on Swiss businesses — 800K+ companie…
 — ○ ⏳ — — — — — —
37339
leeyseo
Korean-aware Google search and place discovery server using Serper API. Feature…
 — ○ ⏳ — N/A N/A — — —
37340
undeadindustries
Enables Google Workspace administration (Directory, Gmail, Drive, Sheets) via M…
 — ○ ⏳ — N/A N/A — — —
37341
Limited-Horizon
Shopify + Amazon inventory planning, forecasting & replenishment over MCP (49 t…
 — ○ ⏳ — N/A N/A — — —
37342
CSOAI-ORG
EU MiCA compliance MCP for crypto-asset issuers, exchanges, and CASPs.
 — ○ ⏳ — — — — — —
37343
theepankaja
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
 — ○ ⏳ — N/A N/A — — —
37344
drummouse
Connects Claude to your JobNimbus account via API, enabling management of conta…
 — ○ ⏳ — N/A N/A — — —
37345
geraservicesuk
mcp-geraride Claim
Book rides, request deliveries, estimate fares, track trips. 50+ countries.
 — ○ ⏳ — N/A N/A — 95 —
37346
ksteele
web-search Claim
— ○ ⏳ — N/A N/A — 95 —
37347
Natural language interface designed for agentic applications to manage and sear…
 — ○ — N/A N/A — 81 —
37348
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
 — ○ ⏳ — — — — — —
37349
RUTHVEN19
ruthven Claim
Artwork provenance and works for sale: Origin Passports, Ethereum proofs, listi…
 — ○ ⏳ — — — — — —
37350
apiotrowski-afk
krs-verify Claim
MCP server for verifying Polish business entities from the National Court Regis…
 — ○ ⏳ — — — — — —
Showing 37301–37350 of 69419 servers
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