MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

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44165
Discovered
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29486
Scored
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2111
Verified
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16952
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Last updated 14 minutes ago

Grade Distribution

Score Distribution

Newly Added

CryptoQuant F Data Vending MCP F Podstow F SEOcrawl AI F Repowise (Hosted) F

Biggest Gainers

theothers +30 forkast-mcp-docs +10 paycrow +9

Biggest Drops

GroundAPI -42 Phos Marketing Engine -39 medusa-mcp -39
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43751
Openfinanceorg
openfinance Claim
Connect your financial accounts to view balances, search transactions, and get …
 — ○ ⏳ — N/A N/A — 83 —
43752
tubealfred
Bridges MCP clients to the TubeAlfred YouTube API, enabling tools for video det…
 — ○ ⏳ — — — — — —
43753
ImRonAI
— ○ ⏳ — N/A N/A — 95 —
43754
MumuTW
An active, stateful software knowledge graph engine that serves as an 'all-know…
 — ○ ⏳ — N/A N/A — 95 —
43755
operasoftware
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
 — ○ ⏳ — N/A N/A — — —
43756
selena0653
— ○ ⏳ — N/A N/A — 95 —
43757
de-cryptor
spike-mcp Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
 — ○ ⏳ — — — — — —
43758
yakoob
Compeller Claim
Create and track AI music videos and audio-reactive visuals from songs.
 — ○ ⏳ — — — — — —
43759
Tomi2k
A production-ready, fully anonymized Model Context Protocol (MCP) server for Ti…
 — ○ ⏳ — — — — — —
43760
doobidoo
Static server that provides persistent tool-specific context and rules for AI m…
 — ○ ⏳ — N/A N/A — 95 —
43761
neo4j-contrib
neo4j-gds Claim
Enables LLMs to run complex graph algorithms on Neo4j databases, answering grap…
 — ○ ⏳ — — — — — —
43762
MCP-Mirror
Provides access to Whissle AI services for speech-to-text, speaker diarization,…
 — ○ ⏳ — — — — 81 —
43763
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
 — ○ ⏳ — — — — 81 —
43764
xiaobenyang-com
arxiv-paper Claim
— ○ ⏳ — N/A N/A — 95 —
43765
closermethod
MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
 — ○ ⏳ — — — — — —
43766
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
 — ○ ⏳ — N/A N/A — 95 —
43767
callstackincubator
agent-device Claim
Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV ap…
 — ○ ⏳ — N/A N/A — — —
43768
mpprimo
ratings Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
 — ○ ⏳ — — — — 81 —
43769
8bitsats
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
 — ○ ⏳ — — — — 81 —
43770
GigaChatTester
Enable seamless interaction with GitHub repositories, issues, pull requests, an…
 — ○ ⏳ — N/A N/A — 95 —
43771
hieuchaydi
Enables preserving, querying, and managing engineering decisions with reasoning…
 — ○ ⏳ — N/A N/A — — —
43772
mike
test1 Claim
— ○ ⏳ — N/A N/A — 95 —
43773
zueai
An MCP server that visually reviews UI edit requests by comparing screenshots b…
 — ○ ⏳ — N/A N/A — 95 —
43774
kikakika
testweather Claim
— ○ ⏳ — N/A N/A — 95 —
43775
justinleeirizarry
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
 — ○ ⏳ — N/A N/A — — —
43776
bughide010
hide Claim
test
 — ○ ⏳ — N/A N/A — 95 —
43777
xiaobenyang-com
db-map Claim
— ○ ⏳ — N/A N/A — 95 —
43778
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
 — ○ ⏳ — N/A N/A — 83 —
43779
liebstein
Enables discovery and control of Switcher KIS devices locally via MCP, includin…
 — ○ ⏳ — N/A N/A — — —
43780
daleweaver1981
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
 — ○ ⏳ — N/A N/A — — —
43781
janedouat
mcp-test Claim
— ○ ⏳ — N/A N/A — 95 —
43782
Brand-safe ad, email, product description, and social content production.
 — ○ — N/A N/A — 81 —
43783
Savvly
savvly Claim
Savvly Longevity Benefit Fund: product, comparisons, eligibility, and retiremen…
 — ○ ⏳ — — — — — —
43784
iflow-mcp
A specialized MCP server for Claude Desktop that enhances AI-assisted medical l…
 — ○ ⏳ — N/A N/A — — —
43785
zerople
duckdb Claim
— ○ ⏳ — N/A N/A — 95 —
43786
universal-mcp
Provides a standardized interface for interacting with Cal-com-v2's tools and s…
 — ○ ⏳ — — — — — —
43787
tatianathevisionary
Enables AI agents to search, browse, and retrieve articles from the Wealthsimpl…
 — ○ ⏳ — — — — — —
43788
showkeyjar
A robot-control MCP server enabling LLMs to control Unitree robots and DJI Tell…
 — ○ ⏳ — N/A N/A — — —
43789
mubashir1osmani
nasa-ads-mcp Claim
MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper…
 — ○ ⏳ — — — — — —
43790
sumithasb
Enables seamless integration with FHIR APIs for healthcare applications, allowi…
 — ○ ⏳ — — — — 81 —
43791
satya01-sap
Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
 — ○ ⏳ — — — — — —
43792
jonradoff
Enables reviewing and managing AI research paper candidates from arXiv, Semanti…
 — ○ ⏳ — N/A N/A — — —
43793
chaseSpace
根据关键词获取小红书的热帖数据，需要钉钉扫码登录，配合 Chrome 使用。
 — ○ ⏳ — N/A N/A — — —
43794
lockon-n
Enables management of Google Cloud services including BigQuery, Cloud Logging, …
 — ○ ⏳ — N/A N/A — — —
43795
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
 — ○ ⏳ — N/A N/A — 95 —
43796
BugorBN
audio-mcp Claim
Local MCP server for macOS that captures microphone input and/or system audio o…
 — ○ ⏳ — N/A N/A — — —
43797
MCP-Mirror
Enables MCP host applications to retrieve and process structured documentation …
 — ○ ⏳ — — — — 81 —
43798
mafzaal
Enables text-to-speech conversion using ElevenLabs API with voice management, s…
 — ○ ⏳ — — — — — —
43799
pratikjadhav2726
Enables dynamic UI template generation through natural language using Model Con…
 — ○ ⏳ — — — — — —
43800
duhanjun
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
 — ○ ⏳ — — — — — —
Showing 43751–43800 of 44165 servers
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