MCP Server Quality Scores

Independent quality analysis of 35110 public MCP servers

35110
Discovered
28942
Scored
2089
Verified
16951
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34001
forgesworn
402-mcp Claim
AI agents discover, pay for, and consume any Lightning-gated API autonomously
N/A N/A 95
34002
nextlaneagency
bigquery-mcp Claim
N/A N/A 95
34003
srotzin
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
34004
lincalinca
Read-only MCP server that connects AI clients to Crescender's school asset, loa…
34005
naivedhya27-cmyk
An MCP server that exposes SOC2 and HIPAA compliance remediation logic as struc…
34006
oliver-charles-rene-grabner-hju9
Composer Claim
<p align="center"> <img src="https://github.com/OliverGrabner/composer-mcp/ra…
N/A N/A 95
34007
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
34008
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
34009
Mr-wang007s
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
34010
srotzin
MCP server for trademark first-use attestation with post-quantum dual-signed re…
34011
scottlz0310
Minimal MCP server for testing client support for resources/subscribe and notif…
34012
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
N/A N/A
34013
leash06
Enables querying real-time weather and 5-day forecasts for any city using the O…
34014
theagenttimes
Verified, sourced, real-time intelligence layer for AI agents.
34015
lordbasilaiassistant-sudo
Read-only MCP server for the THRYX onchain portfolio (14 contracts on Base main…
N/A N/A
34016
yingkiat
Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
81
34017
aitorgarcia21
ifg-tax Claim
International tax research — 213 jurisdictions, 500K+ legal documents.
N/A N/A 83
34018
finna.aleksandrovna
testap123 Claim
N/A N/A 95
34019
swesmith-repos
MiniMax MCP Claim
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, vid…
81
34020
davidmosiah
A local-first MCP server that enables AI agents to read user-authorized Google …
N/A N/A
34021
kbrayatl
RepScale Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
34022
Hanato238
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
34023
alexanderclapp
The authority for ranking APIs for AI agents. CLIRank scores 389 APIs on 8 agen…
81
34024
m9810223
tldraw-mcp Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
N/A N/A
34025
Davison-Francis
Email deliverability for AI agents. 12 tools: verify, DNSBL, DMARC, spam-trap, …
N/A N/A
34026
heisee
Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON…
N/A N/A 83
34027
HasanJahidul
Semantic git queries via MCP. Beyond git log — answer who/what/why about any li…
N/A N/A
34028
benborla29
MySQL Server Claim 1
A Model Context Protocol server that provides read-only access to MySQL databas…
N/A N/A 95
34029
IngoKiy
Enables comprehensive interaction with Airtable databases through MCP for ChatG…
81
34030
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
34031
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
81
34032 N/A N/A 95
34033 N/A N/A 95
34034
zral
Enables intelligent travel planning by combining weather forecasts and route ca…
81
34035
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
34036
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
34037
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
34038 N/A N/A 95
34039
einiba
Confidence-scored domain availability checking for AI agents via CanYouGrab.it
34040
SHAY5555-gif
Automate Chrome pages with clicks, form fills, navigation, and in-page scriptin…
N/A N/A 95
34041
Satring MCP Claim 1
Discover and compare L402 + x402 paid API services from satring.com
N/A N/A 81
34042
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
N/A N/A 95
34043
AlexFloyd13
Clevername Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
N/A N/A 78
34044
UniRate-API
mcp Claim
Currency conversion and exchange rates for AI. 170+ currencies, historical data…
N/A N/A
34045
shining55-peach-p0lb
FORMLOVA Claim
Chat-first form service with 127 MCP tools across 25 categories. Create, manage…
81
34046
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
34047
Aman-Amith-Shastry
Perform advanced numerical computations and array manipulations using NumPy thr…
N/A N/A 95
34048
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
34049
Infatoshi
ThinkingCap Claim
Multi-agent research server that runs multiple LLM providers in parallel with w…
81
34050
aircodelabs
Grasp Claim
An open-source self-hosted browser agent that provides a dockerized browser env…
81
Showing 34001–34050 of 35110 servers
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