MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51051
CSOAI-ORG
ai-ops-mcp Claim
ai-ops-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
51052
Baneado98
ssl-doctor Claim
Enables live TLS/SSL certificate health checks for any hostname, providing expi…
— ○ ⏳ — — — — — —
51053
vladkarpman
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
— ○ ⏳ — N/A N/A — 95 —
51054
forcedotcom
Enables executing SQL queries against Salesforce Data Cloud from Cursor, with t…
— ○ ⏳ — — — — — —
51055
mirabilitum
SkillStrata Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
— ○ ⏳ — N/A N/A — — —
51056
jnss95
Enables AI assistants to load, query, and manage iCalendar files with full CRUD…
— ○ ⏳ — N/A N/A — — —
51057
SunCreation
MCP server for Google Docs, Sheets & Drive with full formatting support.
— ○ ⏳ — N/A N/A — — —
51058
Amama-Fatima
Enables chat and image analysis through OpenRouter.ai models. Supports text cha…
— ○ ⏳ — N/A N/A — — —
51059
ThunderEagle
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
— ○ ⏳ — N/A N/A — — —
51060
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
— ○ ⏳ — — — — — —
51061
akshatbindal
Provides comprehensive stock market data and technical analysis tools via the M…
— ○ ⏳ — — — — — —
51062
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
— ○ ⏳ — — — — — —
51063
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
— ○ ⏳ — — — — — —
51064
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
— ○ ⏳ — N/A N/A — — —
51065
xuancanhit99
mcp-keycloak Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
— ○ ⏳ — N/A N/A — — —
51066
bsmi021
Fetches metadata and README documentation for NPM packages, with local caching …
— ○ ⏳ — — — — — —
51067
MIt9
MCP server for Perplexity AI Pro that enables deep web search, thread managemen…
— ○ ⏳ — — — — — —
51068
OriNachum
Control a Reachy Mini robot through natural language, with tools for head/anten…
— ○ ⏳ — N/A N/A — — —
51069
NNTin
Provides Discord user presence information through the Lanyard API, enabling AI…
— ○ ⏳ — — — — — —
51070 — ○ ⏳ — N/A N/A — 95 —
51071
toller892
Provides 23 production-tested tools for mobile app intelligence, including app …
— ○ ⏳ — — — — — —
51072
cosmonote
Cosmonote Claim
Access your Cosmonote audio notes, transcriptions, summaries, and action items.
— ○ ⏳ — — — — — —
51073
AiAgentKarl
MCP server giving AI agents access to global supply chain and trade data from U…
— ○ ⏳ — — — — — —
51074
Llama-Ventures
llama-mcp Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
— ○ ⏳ — — — — — —
51075
middlegold9
Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, repo…
— ○ ⏳ — — — — — —
51076
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
— ○ ⏳ — N/A N/A — 95 —
51077
lu1ee
Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
— ○ ⏳ — N/A N/A — — —
51078
sinofseven
A simple MCP server for utilizing prompts defined in YAML files.
— ○ ⏳ — N/A N/A — — —
51079
mikeysrecipes
mcp-graphql Claim
Enables LLMs to interact with GraphQL APIs through schema introspection and que…
— ○ ⏳ — — — — — —
51080
alexgenovese
MCP server for WordPress REST API that enables managing posts, pages, media, co…
— ○ ⏳ — — — — — —
51081
Skynotdie
A system that localizes Model Context Protocol (MCP) functionality, integrating…
— ○ ⏳ — N/A N/A — 95 —
51082
blitzworks-io
blitz.cloud Claim
Host apps in the EU from your assistant: App Store, Docker, GitHub, databases, …
— ○ ⏳ — — — — — —
51083
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
— ○ ⏳ — N/A N/A — — —
51084
reflex Claim 1
Browser automation for AI agents: compressed page snapshots, batched actions, f…
— ○ — N/A N/A — 81 —
51085
friendlygeorge
Enables AI assistants to access and manage Jobber field-service data including …
— ○ ⏳ — N/A N/A — — —
51086
brnbio
MCP server for structured Laravel project planning. Scans projects, creates tic…
— ○ ⏳ — N/A N/A — — —
51087
fntyler
test4 Claim
— ○ ⏳ — N/A N/A — 95 —
51088
irachrist1
daylens-mcp Claim
Connects AI assistants like Cursor and Claude to your local Daylens timeline so…
— ○ ⏳ — N/A N/A — — —
51089
lakshyamehta03
MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
— ○ ⏳ — — — — — —
51090
jnotsknab
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
— ○ ⏳ — N/A N/A — — —
51091
apitlekays
meteor-mcp Claim
Provides complete Meteor.js v3.4.0 API documentation, code examples, and archit…
— ○ ⏳ — — — — — —
51092
falcoschaefer99-eng
muse-brain Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
— ○ ⏳ — N/A N/A — — —
51093
postio-uk
Postio Claim
UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
— ○ ⏳ — N/A N/A — — —
51094
yeshsurya
An MCP (Model Context Protocol) server that provides tools for interacting with…
— ○ ⏳ — — — — 81 —
51095
iamhsuliheng
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
— ○ ⏳ — — — — — —
51096
dtlele
Enables browser automation using Playwright, including navigation, screenshots,…
— ○ ⏳ — N/A N/A — — —
51097
bradygaster
Enables natural language interaction with local .docx files, allowing users to …
— ○ ⏳ — N/A N/A — — —
51098
ktmcp-cli
Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
— ○ ⏳ — N/A N/A — — —
51099
halfords-pro
Provides precise decimal arithmetic and Excel-style rounding for accounting and…
— ○ ⏳ — N/A N/A — — —
51100
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
— ○ ⏳ — — — — — —
Showing 51051–51100 of 69199 servers