MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31751
junct-bot
Hyperliquid - 2 tools for perpetuals, options, and position data
31752
vijaykrishnazpro
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
81
31753
goodtoknow-online
goodtoknow Claim
N/A N/A 95
31754
echo3s
echo3s-mcp Claim
31755
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
31756
thao12345310
Automates research workflows by collecting, summarizing, and categorizing AI te…
31757 N/A N/A 95
31758
letchupkt
Enables AI assistants to execute penetration testing commands and security tool…
81
31759
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
31760
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
N/A N/A
31761
Sndevore77
glp1search Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
N/A N/A
31762
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
31763
ehsanshahmoradi7276
esiomai Claim
N/A N/A 95
31764
MeirKaD
test123 Claim
N/A N/A 95
31765
madeinphantom
Generate visual AI automation workflows from any MCP client. No API key require…
N/A N/A
31766 N/A N/A 95
31767
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
31768
qiq
QiQ Social Claim
AI-powered multi-platform content publishing. 25 tools to create posts, run aut…
31769
Ansvar-Systems
UK farm subsidy schemes — SFI, Countryside Stewardship, payment rates, eligibil…
31770
sourcegraph-community
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
31771
BitingSnakes
pydantic-mcp Claim
An MCP server for inspecting and interacting with Pydantic models and Python ty…
31772
j4mesmorais
A server for managing financial accounting entries that provides utilities for …
81
31773
James-Chahwan
repo-graph Claim
Structural graph map of any codebase so LLMs navigate by structure, not guesswo…
N/A N/A
31774
agent-blueprint
Free AI agent blueprints for procurement and onboarding. No signup, no API key.
31775
twohalves
Chemical safety and industrial regulatory intelligence MCP server. Check substa…
81
31776
ageorg06
mcp Claim
N/A N/A 95
31777
alpic-ai
skybridge Claim
Skybridge is a Full-Stack TypeScript framework for MCP Apps and ChatGPT Apps. T…
N/A N/A
31778
axel-belfort
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
N/A N/A
31779
danielealbano
An MCP Server for Android running on the phone, optmized for token usage, suppo…
N/A N/A
31780
productengineered
A read-only MCP server that enables Claude to audit Firewalla network security …
31781
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
31782
MCP-Mirror
Integrates with FoundryVTT tabletop gaming sessions, allowing AI assistants to …
N/A N/A 95
31783
Alice0416
Enables University of Toronto students to access academic data from ACORN and Q…
81
31784
S3bRR
Minimal stdio MCP server for parallel task execution by AI agents.
N/A N/A
31785
ravipesala
Exposes Spark History Server metrics and metadata as tools for LLM-based analys…
81
31786
ryansheppard
Enables AI assistants to access and analyze intervals.icu training data includi…
31787
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
N/A N/A 95
31788
ravi8585
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
31789
VijayarajParamasivam
yit-player Claim
Ai friendly CLI music player
N/A N/A
31790
meruada
server Claim
Investment sentiment, predictions, and analyst track records for stocks and cry…
N/A N/A 95
31791
simran-mehta
Enables AI assistants like Claude to manage personal expenses locally using SQL…
N/A N/A
31792
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
31793
ibrahimsaleem
PentestThinkingMCP: AI-Driven Multi-Stage Penetration Testing Framework Part of…
N/A N/A
31794
x-hannibal
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
N/A N/A
31795
qasper
Qasper Claim
Search, get info, check availability, get price quotes, send inquiries, and boo…
31796
unctad-ai
A Model Context Protocol server implementation that provides structured, AI-fri…
81
31797
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
31798
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
31799
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
31800
claudiogarza
Enables semantic search and content retrieval from local Obsidian vaults throug…
N/A N/A 95
Showing 31751–31800 of 33449 servers
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