MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40501
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
— ○ ⏳ — — — — 81 —
40502
yjk0728
lm Claim
— ○ ⏳ — N/A N/A — 95 —
40503
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
— ○ ⏳ — — — — — —
40504
mroops0111
Mount multiple OpenAPI specs or a FastAPI app as MCP servers in one process, ex…
— ○ ⏳ — — — — — —
40505
openCMC
A local MCP proxy that connects to remote MCP servers and automatically handles…
— ○ ⏳ — N/A N/A — — —
40506
IdaAkiwumi
Provides AI agents with real-time system monitoring and control for creative wo…
— ○ ⏳ — N/A N/A — — —
40507
pingera
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
— ○ ⏳ — — — — — —
40508
saleshandy
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
— ○ ⏳ — N/A N/A — — —
40509
mstocker1
A Model Context Protocol server that lets an LLM open web pages, list interacti…
— ○ ⏳ — — — — — —
40510 — ○ ⏳ — N/A N/A — 95 —
40511
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
— ○ ⏳ — N/A N/A — — —
40512
khulnasoft-com
A centralized server that tracks and manages connected agents, providing a web …
— ○ ⏳ — — — — 81 —
40513
guptaprakhariitr
Enables Indic-language transliteration and normalization of Indian names and ad…
— ○ ⏳ — — — — — —
40514
cha2hyun
Enables querying Korean and US stock information, quotes, account assets, and o…
— ○ ⏳ — — — — — —
40515
bke1302
Enables AI to query a business database for customers, orders, and revenue usin…
— ○ ⏳ — N/A N/A — — —
40516
yashhooda1
garmin-mcp Claim
Enables AI assistants to read Garmin activities and create/schedule structured …
— ○ ⏳ — — — — — —
40517
NickAldewereld
wefact-mcp Claim
Enables natural language interaction with the WeFact invoicing platform, allowi…
— ○ ⏳ — — — — — —
40518
SurfEther
trustsource Claim
x402-paid domain verification for AI agents — trustscore, SSL, security headers…
— ○ ⏳ — N/A N/A — — —
40519
snapsynapse
Public-record corpus of AI litigation, regulation, and enforcement, anchored to…
— ○ ⏳ — N/A N/A — — —
40520
Jammy2005
Deploys a remote MCP server on Cloudflare Workers with OAuth login, enabling to…
— ○ ⏳ — N/A N/A — — —
40521
pipeworx-io
Discogs Claim
Discogs MCP — music release / artist / label database
— ○ ⏳ — — — — — —
40522
MartinCley
Enables users to access SharePoint files via Microsoft Graph and transfer them …
— ○ ⏳ — — — — — —
40523
magnus919
mcp-shlink Claim
Enables AI assistants to interact with a Shlink URL shortening instance, allowi…
— ○ ⏳ — — — — — —
40524
SEKOIA-IO
Enables static analysis and patching of .NET binaries through decompilation, IL…
— ○ ⏳ — — — — — —
40525
reynaldovieira
mcp-server Claim
A demonstration MCP server for educational purposes, showcasing how to build an…
— ○ ⏳ — — — — — —
40526
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
— ○ ⏳ — — — — — —
40527
cameronsjo
A production-ready TypeScript template for building MCP servers with dual trans…
— ○ ⏳ — — — — 81 —
40528
lazymac2x
Cloudflare Workers MCP server: api-request-deduplicator
— ○ ⏳ — — — — — —
40529
a.shkurenkov
gfhf Claim
— ○ ⏳ — N/A N/A — 95 —
40530
RMRanjit
fetch Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
— ○ ⏳ — — — — — —
40531
dhyabi2
MCP server for NANO cryptocurrency operations, enabling AI agents to generate w…
— ○ ⏳ — — — — — —
40532
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
— ○ ⏳ — N/A N/A — — —
40533
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
— ○ ⏳ — — — — 81 —
40534
mirage-security
Enables AI assistants to interact with KnowBe4 security awareness training data…
— ○ ⏳ — — — — — —
40535
rubbish03
Generates JSON for Roblox Studio 3D models from natural language prompts using …
— ○ ⏳ — — — — — —
40536
infinity-ai-dev
SyncContext Claim
MCP server that provides a shared semantic memory layer for AI coding agents, e…
— ○ ⏳ — N/A N/A — — —
40537
pipeworx-io
mcp-doaj Claim
Enables searching and retrieving open-access journals and articles from the Dir…
— ○ ⏳ — — — — — —
40538
Credda Trust Claim 1
Check a counterparty's verifiable Credda trust record; verify or present signed…
— ○ — N/A N/A — 69 —
40539
palisadeemail
palisade Claim
Monitor and manage email authentication (SPF, DKIM, DMARC, MTA-STS, BIMI) for y…
— ○ ⏳ — — — — — —
40540
Chromatic0618
252 AI Skills: MBTI, fact-check, deep analysis. Alipay pay-per-use. Free 10 cal…
— ○ ⏳ — N/A N/A — — —
40541
lpm-dev
MCP server for the LPM package registry, enabling AI tools to search, browse so…
— ○ ⏳ — N/A N/A — — —
40542
gilfoyle19
Enables programmatic CAD modeling with Onshape through document discovery, para…
— ○ ⏳ — N/A N/A — — —
40543
forgemeshlabs
AI-native commercial disruption intelligence for MCP clients and x402-powered a…
— ○ ⏳ — — — — — —
40544
srotzin
HiveAttest Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
— ○ ⏳ — — — — — —
40545
Omnipotent6
inkmotion Claim
Turn a topic, URL, or document into a narrated, animated explainer video.
— ○ ⏳ — — — — — —
40546
abstractwebunit
Enables AI to search, retrieve, list notes, and get backlinks from a published …
— ○ ⏳ — — — — — —
40547
TuringCorp-net
A remote MCP server template for Cloudflare Workers that enables deployment of …
— ○ ⏳ — — — — 81 —
40548 — ○ ⏳ — N/A N/A — 95 —
40549
TrackerXXX23
Persistent development memory server that automatically captures and organizes …
— ○ ⏳ — N/A N/A — 95 —
40550
returnSGD
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
— ○ ⏳ — N/A N/A — — —
Showing 40501–40550 of 69365 servers
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