MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29451
rishiatlan
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
 — ○ ⏳ — N/A N/A — 95 —
29452
patchorbit
domscribe Claim
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
 — ○ ⏳ — N/A N/A — — —
29453
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
 — ○ — N/A N/A — 95 —
29454
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
 — ○ — N/A N/A — 95 —
29455
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
 — ○ — — — — 81 —
29456
theYahia
hotmart-mcp Claim
An MCP server for the Hotmart digital products platform that enables management…
 — ○ ⏳ — — — — — —
29457
GraysonCAdams
alexa-mcp Claim
An MCP server that enables users to manage their Amazon Alexa shopping lists di…
 — ○ ⏳ — N/A N/A — — —
29458
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
 — ○ ⏳ — N/A N/A — — —
29459
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
 — ○ — N/A N/A — 95 —
29460
W-Abel-jia
An MCP server for the YAPI interface management platform that enables users to …
 — ○ ⏳ — — — — — —
29461
privateyou.app
n4u Claim
— ○ — N/A N/A — 95 —
29462
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
 — ○ — — — — 81 —
29463
nhatpse
Enables AI assistants to request user feedback and confirmation to prevent spec…
 — ○ ⏳ — N/A N/A — — —
29464
xkumakichi
veridict Claim
Know if you can trust your MCP server. Trust judgment for AI agents.
 — ○ ⏳ — N/A N/A — — —
29465
Deroino
Provides access to Jina AI's Reader, Embeddings, and Reranker APIs with tools f…
 — ○ — — — — 81 —
29466
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
 — ○ — — — — 81 —
29467
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
 — ○ ⏳ — N/A N/A — — —
29468
joshuaworth
AI-powered diagnostics for elevator, escalator, and vertical transportation equ…
 — ○ ⏳ — — — — — —
29469
whipr.dir
— ○ ⏳ — N/A N/A — 95 —
29470
@praveenislive
weather_mcp ⚡ Claim
— ○ — N/A N/A — 95 —
29471
theYahia
Enables integration with the Nomba payment and POS platform in Nigeria. It allo…
 — ○ ⏳ — — — — — —
29472
bruno
test-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
29473
wilfredstegeman
— ○ — N/A N/A — 95 —
29474
EveryManJames
— ○ — N/A N/A — 95 —
29475
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
 — ○ — N/A N/A — 81 —
29476
jfdjaf
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
 — ○ ⏳ — — — — — —
29477
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
 — ○ — N/A N/A — 95 —
29478
Traia-IO
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
 — ○ ⏳ — — — — — —
29479
wooxogh
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
 — ○ ⏳ — N/A N/A — — —
29480
MemoriLabs
mcp-memori Claim
With Memori's MCP server, your agent can retrieve relevant memories before answ…
 — ○ ⏳ — — — — — —
29481
i3T4AN
A local-first memory layer for coding agents to persist and retrieve project de…
 — ○ ⏳ — — — — — —
29482
NyxToolsDev
Connect Claude to Calendly — schedule meetings, check availability, manage even…
 — ○ ⏳ — N/A N/A — — —
29483
Hyg900928
An MCP server for weather information.
 — ○ — N/A N/A — 95 —
29484
jaspertvdm
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
 — ○ — — — — 81 —
29485
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
 — ○ — N/A N/A — 95 —
29486
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
 — ○ — — — — 81 —
29487
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
 — ○ — — — — 81 —
29488
brian-bfz
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
 — ○ ⏳ — — — — 81 —
29489
thib
Save any URL to the Internet Archive and retrieve archived snapshots on demand.…
 — ○ — N/A N/A — 95 —
29490
starsinger-ai
MCP server for StarSinger AI music catalog — search, stream & browse AI-generat…
 — ○ ⏳ — N/A N/A — — —
29491
yshngg
pmcp Claim
A Prometheus Model Context Protocol Server.
 — ○ — — — — 81 —
29492
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
 — ○ — N/A N/A — 95 —
29493
deepakjdp
A browser-accessible Model Context Protocol server that enables AI assistants t…
 — ○ ⏳ — — — — — —
29494
a-tarasoff
zenmoney-mcp Claim
MCP server for ZenMoney personal finance app
 — ○ ⏳ — N/A N/A — — —
29495
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
 — ○ — N/A N/A — 95 —
29496
xiaobenyang-com
osrs-stat Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
 — ○ — N/A N/A — 95 —
29497
Apviso
Enables interaction with the APVISO AI-powered penetration testing platform to …
 — ○ ⏳ — — — — — —
29498
igledaniel
tourmis Claim
— ○ — N/A N/A — 95 —
29499
HaveBlue997
MCP server for OFAC SDN sanctions screening. Check names against US Treasury sa…
 — ○ ⏳ — — — — — —
29500
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
 — ○ ⏳ — — — — 81 —
Showing 29451–29500 of 30006 servers
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