MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44201
oopslab-fyi
Un servidor MCP para crear, almacenar y recuperar notas de texto a través de un…
N/A N/A
44202
certinia
An MCP server that gives AI assistants tools to analyze Salesforce Apex debug l…
N/A N/A
44203
urbantz-logistics
Provides access to Nuclino content through structured search and retrieval tool…
44204
InjectiveLabs
Enables AI agents to trade perpetual futures, manage wallets, transfer tokens, …
N/A N/A
44205
sandraschi
xkcd-mcp Claim
MCP server to fetch xkcd comics (latest, random, by number, search) and display…
44206
paarths-collab
AI code review grounded in your repo history. Supports Test Gen and Security Au…
N/A N/A
44207
CSOAI-ORG
email-automation-mcp MCP server by MEOK AI Labs
N/A N/A
44208
giuliolibrando
A comprehensive MCP server for VMware vSphere management, enabling AI agents to…
44209
cyanheads
Researcher profiles, works, affiliations, funding, and peer reviews from the OR…
44210
gusztavvargadr
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
N/A N/A
44211
eventtrader
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
N/A N/A
44212
enescinar
Twitter Server Claim 1
A Model Context Protocol server that allows interaction with Twitter, enabling …
N/A N/A 95
44213
aymenfurter
bricks-use Claim
MCP server for executing Databricks SQL queries and comparing table data, suppo…
44214
MistaHolmes
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
N/A N/A 95
44215
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
44216
ponderedw
Airflow MCP Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
N/A N/A
44217
MCP server for Appium mobile automation on iOS and Android devices with test cr…
N/A N/A 81
44218
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
44219 N/A N/A 95
44220
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
44221
ASG Card Claim 1
Give AI agents autonomous virtual card management via x402 and Stellar USDC
N/A N/A 81
44222
xiaobenyang-com
Break down complex problems into adjustable, multi-step reasoning. Plan, revise…
N/A N/A 95
44223
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
44224
bch1212
queryshield Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
N/A N/A
44225
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
N/A N/A 83
44226
srishtivverma
idontcare Claim
N/A N/A 95
44227
sinmb79
GongMun Doctor MCP Claim
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
N/A N/A 95
44228
IndianAppGuy
Generate professional PowerPoint presentations from text, YouTube videos, or st…
N/A N/A 95
44229
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
44230
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
44231
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
44232
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
N/A N/A 95
44233
yifanyifan897645
git-summary Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
N/A N/A 95
44234
bbssppllvv
Search and retrieve information from Apple's complete developer documentation, …
44235
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
44236
CSOAI-ORG
music-production-ai-mcp MCP server by MEOK AI Labs
N/A N/A
44237
chrisbusbin-pixel
applianceiq Claim
Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replac…
N/A N/A
44238
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
44239
matetools
mcp-server Claim
35 utility tools for AI agents — mate.tools API. Hash, regex, SEO, random, DNS,…
N/A N/A
44240
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
44241
chiaha-ai
Run Plant Builder production-plant simulations with tunable knobs for goals, ra…
44242 81
44243
getgapup
100+ MCP tools for AI agents: content metadata, trade intelligence, business-ex…
44244
A lightweight MCP server for Stata.
N/A N/A 81
44245
ZentricProtocol
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
N/A N/A
44246
neoai-agent
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
44247
cronozen
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
81
44248
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
44249
danbones33
clawcast Claim
AI rap songs about today's headlines in any rapper's style. Free trial + x402 p…
N/A N/A 95
44250
samihalawa
netlify-mcp Claim
N/A N/A 95
Showing 44201–44250 of 45235 servers
« Prev 1 883 884 885 886 887 905 Next »