MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

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33842
Discovered
→
28875
Scored
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2088
Verified
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16951
Complete
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Last updated 34 minutes ago

Grade Distribution

Score Distribution

Newly Added

ClearPolicy F Braintrust F welcome F Talarion F dxtra Radio — Frequency Database F

Biggest Gainers

Bezal — Local Business Intelligence for AI Agents +31 safari-mcp +10 Auth0 MCP Server +9

Biggest Drops

顏回 YanHui Debug AI -46 image-processing -46 lead411 -46
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33801
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
 — ○ — N/A N/A — 95 —
33802
Umoren
Automatically classify and triage GitHub issues using AI to apply labels, post …
 — ○ — N/A N/A — 95 —
33803
jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
 — ○ — N/A N/A — 95 —
33804
portdev0
Enables sending and receiving Instagram Direct Messages, managing conversations…
 — ○ — N/A N/A — 95 —
33805
laco.tousek
libre Claim
— ○ — N/A N/A — 95 —
33806
mohachi8
apple-mcp Claim
— ○ — N/A N/A — 95 —
33807
zturner1
Enables AI assistants to interact with local ComfyUI installations to list node…
 — ○ — N/A N/A — 95 —
33808
linggen
linggen-mcp Claim
— ○ — N/A N/A — 95 —
33809
Ynsszr
— ○ — N/A N/A — 95 —
33810
kamath
posthog Claim
— ○ — N/A N/A — 95 —
33811
pointware
Enables searching and managing Docker images and tags, as well as querying GitL…
 — ○ — — — — 81 —
33812
@protae5544
— ○ — N/A N/A — 95 —
33813
salvadorthebrown
Orchestrates multiple AI models (Gemini, OpenAI, Claude, local models) within a…
 — ○ — — — — 81 —
33814
InfoseekAI
Find the lowest direct and 3P price for your hotel. Contact us for an API key a…
 — ○ — — — — 81 —
33815
meirtauber
— ○ ⏳ — N/A N/A — 95 —
33816
sebastianall1977
gmail-mcp7 Claim
— ○ ⏳ — N/A N/A — 95 —
33817
svensxl
weather Claim 1
An MCP server for weather information.
 — ○ — N/A N/A — 95 —
33818
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
 — ○ — — — — 81 —
33819
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
 — ○ ⏳ — — — — 81 —
33820
robbie
— ○ — N/A N/A — 95 —
33821
synaptic-ai-consulting
nouri Claim
Plan smarter grocery runs with prioritized lists that learn from your edits. Fi…
 — ○ — N/A N/A — 95 —
33822
vredrick
Enables intelligent access to React Native Godot documentation, examples, API r…
 — ○ — — — — 81 —
33823
falcosan
mcp-meilisearch
 — ○ — N/A N/A — 95 —
33824
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
 — ○ — N/A N/A — 95 —
33825
mohanp-sl
test Claim
— ○ — N/A N/A — 95 —
33826
poojitha-rachuri
Provides comprehensive access to MoEngage documentation from developers, help, …
 — ○ — — — — 81 —
33827
protae5544
websites Claim
— ○ ⏳ — N/A N/A — 95 —
33828
dytavan
Enables interaction with the Tailscale API to manage devices, ACLs, keys, and D…
 — ○ — — — — 81 —
33829
Mnehmos
Enables AI assistants to search and retrieve academic papers from arXiv through…
 — ○ — — — — 81 —
33830
easyweek-fvmn
EasyWeek Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
 — ○ — N/A N/A — 95 —
33831
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
 — ○ — N/A N/A — 95 —
33832
Twine2546
Enables interaction with Twilio API services including messaging, voice, and St…
 — ○ — — — — 81 —
33833
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
 — ○ — N/A N/A — 95 —
33834
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
 — ○ — — — — 81 —
33835
arjunkmrm
Linkup Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
 — ○ — — — — 81 —
33836
Semondora
A foundation for building interactive applications using the Model Context Prot…
 — ○ — N/A N/A — 95 —
33837
zueai
webdev-mcp Claim 1
An MCP server that provides web development tools including taking screenshots …
 — ○ — N/A N/A — 95 —
33838
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
 — ○ — N/A N/A — 95 —
33839
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
 — ○ — — — — 81 —
33840
halismertkir
Search and explore academic profiles from YÖK Akademik. Retrieve structured pro…
 — ○ — N/A N/A — 95 —
33841
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
 — ○ — — — — 81 —
33842
shenjian8628
AI growth agent for technical founders. Generate and distribute content from yo…
 — ○ — N/A N/A — 95 —
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