MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29237
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39151
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
39152
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
39153
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
81
39154
lugondev
Comprehensive Model Context Protocol server that enables AI agents to interact …
N/A N/A 95
39155
srotzin
Hive MPP Claim
Dual-rail 402 (x402 + MPP Tempo) MCP server
39156
jcruz-impel
Enables AI assistants to interact with PDF documentation files stored locally. …
N/A N/A 95
39157 N/A N/A 95
39158
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
39159
nous-ehr
athenahealth DataView, API, and workflow tools for Claude Code with learning lo…
N/A N/A 95
39160
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
81
39161 N/A N/A 95
39162 N/A N/A 95
39163
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
39164
inchan
other-agents Claim
N/A N/A 95
39165
srishtivverma
smith Claim
N/A N/A 95
39166
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
81
39167
borecollins
autohaven Claim
Search for cars
N/A N/A 95
39168 N/A N/A 95
39169
jordanburke
MCP server for executing shell commands on remote hosts via SSH.
N/A N/A
39170
CSOAI-ORG
Hash-chained HMAC-signed audit log MCP for A2A (agent-to-agent) calls. Every to…
N/A N/A
39171
kaleckh
AuthProof Claim 1
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
N/A N/A 60
39172
cdrn
sigil Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
N/A N/A
39173
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
N/A N/A
39174
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
N/A N/A
39175
kimjin8
Call For Me Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
39176
Doorman11991
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
N/A N/A
39177
kaminari-ad
Lets AI agents launch scans, inspect results, manage campaigns and policies, an…
39178
madebyaris
An MCP server that integrates Neil Patel's Ubersuggest SEO platform with Cursor…
81
39179
ryanbihai
Register, discover, message, and transact with other AI agents on the OceanBus …
N/A N/A
39180
osfrekt
rekt Claim
REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP…
N/A N/A 95
39181
FromtendLeap
A Model Context Protocol server that enables Claude and other AI assistants to …
81
39182
glitch-cc
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
81
39183
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
N/A N/A 95
39184
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
39185
FedWiebe
Enables contact searches within the Federated Directory system by name or email…
81
39186
khalidSAT
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
N/A N/A
39187
e-labus
health-api Claim
Clinical AI for lab analysis, biomarker scoring, health narratives, and risk in…
N/A N/A
39188
brunoescalhao
hypokrates Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
N/A N/A 95
39189
MukundaKatta
Parse, format, and convert configs across TOML, YAML, and JSON.
N/A N/A
39190 N/A N/A 95
39191
MarceauSolutions
YouTube automation: upload videos, Shorts, manage playlists, get analytics
N/A N/A 75
39192
viridis-security
Paid hosted MCP for agent-to-agent compute routing. 25% of net revenue funds co…
39193
lliwi
Enables AI agents to perform controlled OSINT tasks (domain, IP, email, phone, …
39194
standardbeagle
DevTool MCP Claim
Development tooling MCP server with process management, proxy, and frontend dia…
N/A N/A 95
39195
decksaga
Enables Claude to access real-time crypto prices, forex rates, and market senti…
39196
dave
testing Claim
N/A N/A 95
39197
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A 95
39198
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
39199
simonblanco
kanban Claim
N/A N/A 95
39200
parnerkarsharang
swarmhaul Claim
Multi-agent coordination protocol on Solana. AI agents self-organize into swarm…
81
Showing 39151–39200 of 40750 servers
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