MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29251
Tasfiul-Hedayet
mcp-checker1 Claim
N/A N/A 95
29252
dtelecom
dTelecom STT Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
N/A N/A 95
29253
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
29254 N/A N/A 95
29255
bjh5098
vibe-mcp-02 Claim
N/A N/A 95
29256
acedatacloud-mcp
mcp-seedance Claim
29257
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
29258
globalping
globalping Claim
Access a global network of probes to run network tests like ping, traceroute, h…
N/A N/A
29259
optimly
scout Claim
Brand intelligence from the Optimly AI Brand Directory. Look up any brand's AI …
81
29260
kmjm231
Enables asynchronous task execution and scheduling using RabbitMQ, Celery, and …
81
29261
tomstuhl
Fuses biometric signals into a stress score (0-100) for AI adaptation. MCP + A2…
29262
null
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
81
29263
fruitflies
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
81
29264
NimbleBrainInc
Enables comprehensive Asana workspace management through natural language, supp…
81
29265
seungil
Jangteo Claim
N/A N/A 95
29266
ExaltedTrou6
b24-dev-git Claim
N/A N/A 95
29267 N/A N/A 95
29268
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
29269
BlockScience
A bridging framework that integrates Knowledge Organization Infrastructure (KOI…
81
29270
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
29271
hwruchan
Enables management of Sangmyung University academic information including sched…
81
29272
RhombusSystems
rhombus-mcp Claim
N/A N/A 95
29273
madasor
A Model Context Protocol server that enables AI assistants to request user feed…
N/A N/A 95
29274
Future AGI Claim 1
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf …
67
29275
stabgan
steelmind Claim
Structured thinking + steel-manning verification for AI agents. Backed by 43+ p…
N/A N/A
29276 N/A N/A 95
29277
Arke-Institute
Enables semantic search across the Arke Institute's extensive archive of NARA r…
81
29278 N/A N/A 95
29279
toan203
osv-ui-mcp Claim
Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…
N/A N/A 95
29280
SPRIME01
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
N/A N/A 95
29281
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
29282
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
29283
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
29284
Puthin7778
Explore and query the Plantops GraphQL API with schema introspection, field dis…
N/A N/A 95
29285
sentinelsignal
Hosted MCP server for denial risk, prior authorization, reimbursement scoring, …
81
29286
PierrunoYT
Enables high-quality image generation with advanced text rendering and contextu…
81
29287
vj-presidio
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
N/A N/A 95
29288
yespark
Enables AI assistants to interact with Metabase by providing access to dashboar…
81
29289
xiaobenyang-com
temp-notes Claim
Capture quick notes in a single workspace. Read, write, and append ideas effort…
N/A N/A 95
29290 N/A N/A 95
29291
Collaborium
Analyzes global and Indian stock market data via yfinance and queries local NSE…
N/A N/A
29292
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
29293
kirandk
vsfclub1 Claim
N/A N/A 95
29294
yurthankiyak
Provide tailored advice and recommendations through an MCP interface. Enable se…
N/A N/A 95
29295
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
29296
zikriyamgull-bit
Provides UK company lookups via Companies House, web scraping, and search tools…
81
29297
NivaucchuRabuessa
Identify adverbs in any text to tighten prose and improve clarity. Surface over…
N/A N/A 81
29298
mendableai
FireCrawl Claim 1
MCP server for FireCrawl web scraping integration
N/A N/A 95
29299 N/A N/A 95
29300
prmail
WellPulse MCP is a privacy-first AI layer that transforms wellbeing data into r…
Showing 29251–29300 of 30006 servers
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