MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46251
Nexisato
swanlab-mcp Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
46252
VoidNxSEC
Enables AI assistants to interact with NixOS development tools, manage builds, …
N/A N/A
46253
dandeliongold
Provides current time and time difference calculations in ISO format (YYYY-MM-D…
46254
burakdirin
Query your Apple Health data including sleep, heart rate, steps, workouts, and …
N/A N/A
46255
Srishesh-Archik
dyer-md Claim
Access your dyer.md Markdown vault as a knowledge source for AI agents.
N/A N/A 95
46256
tsuruokashun08
Enables Japanese business calendar operations such as holiday checking, busines…
N/A N/A
46257
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
N/A N/A
46258
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A 95
46259
PoOpOpO
Enables interaction with SharePoint Online and OneDrive content via Microsoft G…
46260
dustinest
A read-only MCP server that exposes Estonian eesti.ai events (workshops and mee…
46261
rajmodi262
Enables construction professionals to query project documents with conflict-awa…
N/A N/A
46262
makinokeiichi
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
N/A N/A 95
46263
gavin3129
akshare-mcp Claim
An MCP server that gives AI assistants direct, structured access to China A-sha…
46264
kukapay
An MCP server for retrieving block numbers by timestamp, enabling fast and prec…
46265
kkeeling
Enables AI assistants to manage Zoho Books accounting tasks such as invoices, c…
46266
Undermybelt
cerberus-mcp Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
N/A N/A
46267
Bettertoo2
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
N/A N/A
46268
vnikhilbuddhavarapu
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
46269
bob-reis
mcp-brasil Claim
MCP Server for accessing 36 Brazilian public data sources and 1 agent, enabling…
46270
pontasan
An MCP server that enables AI assistants to programmatically create and manage …
N/A N/A
46271
yh008
AI App MCP Claim
A production-ready Python MCP server supporting stdio and Streamable HTTP trans…
N/A N/A
46272
FS-Yuao
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
N/A N/A
46273
StormXX
Provides access to Rive's animation documentation, runtime guides, editor featu…
46274
andyliszewski
webcrawl-mcp Claim
Local-first web scraping, search, and crawling. Static pages extracted locally …
N/A N/A
46275
lazymac2x
cron-parser Claim
Cloudflare Workers MCP server: cron-parser
46276
MARCCHERGGI
MCP server that gives AI assistants real-time access to Stripe business metrics…
46277
agorus-ai
MCP server for the Agorus AI agent marketplace, exposing API operations as tool…
N/A N/A
46278
jagmohan0908
Integrates with ERPNext/Frappe API to enable AI assistants to create, read, upd…
N/A N/A
46279
agts86
Enables remote database access (RDBMS and MongoDB) through MCP tools, supportin…
N/A N/A
46280
justserpapi
Enables AI assistants to search Google, Maps, Trends, and other web data throug…
46281
BxNxM
micrOSMCP Claim
Standalone TypeScript MCP server for micrOS devices. Enables discovering device…
46282
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
46283
Kustode-ce
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
N/A N/A
46284
sandovaldavid
Kioku Claim
An MCP server that enables AI agents to read, search, and write to your Obsidia…
N/A N/A
46285
cyanheads
Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, s…
46286
hypawave
hypawave Claim
Agent-to-agent commerce over Bitcoin Lightning: buy, sell, list, and discover f…
N/A N/A
46287
william-laverty
ato-mcp Claim
Australian tax knowledge base for agents: 34,500+ ATO documents, cited answers …
46288
sedoglia
Integrates Diabetes:M data with Claude Desktop to access glucose readings, insu…
46289
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
46290
mikeysrecipes
mcp-graphql Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
46291
mragnii
Check any Base wallet before you pay it. Free, no signup, no account needed.
46292
phense
agentic-rag Claim
Enables persistent, searchable memory for Claude Code by storing session knowle…
N/A N/A
46293
wjixiang
Enables AI agents to search and read PubMed academic literature directly, witho…
46294
mlennie
hermes-mcp Claim
An MCP server that allows Claude Desktop and other MCP clients to delegate task…
N/A N/A
46295
Jignesh-Ponamwar
skills-mcp Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
46296
jeeves5454
Enables AI assistants to query and explore Homebox home inventory data in real-…
46297
passasooz
Enables Genspark to connect to upstream MCP servers like Meta Ads by bridging S…
46298
duncaneddy
brahe-mcp Claim
Exposes the astrodynamics capabilities of the Brahe library enabling language m…
N/A N/A
46299
woodcreeper
An AI-powered birding companion that connects Claude to eBird and Xeno-canto AP…
46300
sporty303
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
Showing 46251–46300 of 66518 servers
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