MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43151
az-coder-123
A MySQL MCP server for secure database interaction, enabling schema inspection,…
43152
SnowLightPath
A single MCP server that gives Claude, ChatGPT, Codex, and any MCP-compatible A…
N/A N/A
43153
aurasoph
klone-mcp Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
N/A N/A
43154
MCDxAI
Provides fuzzy search, read, and refresh capabilities for Baritone documentatio…
N/A N/A
43155
iamdipanshusingh
A minimal TypeScript MCP server template with example tool, Zod validation, std…
N/A N/A
43156
ceeyang-ai
An MCP server for cryptocurrency trading via Freqtrade, enabling trade manageme…
43157
masachika-kamada
A simple MCP server that reads local images and returns them as ImageContent fo…
N/A N/A
43158
fastmcp-me
mcp-datetime Claim
Provides current date and time in various formats including standard, Japanese,…
43159
serpdive
AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels…
43160 N/A N/A 95
43161
aiDotEngineer
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
N/A N/A
43162
nstevens
Enables finding and comparing cash and award flights, with seat maps and trip p…
43163
santiago-migoni
An MCP server that enables LLM agents to list, read, create, update, delete, an…
N/A N/A
43164
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
43165
christophejlegros-lgtm
Integrates a bio-hybrid neuromorphic simulation pipeline with SNN, consciousnes…
43166
crerocksolid
Connects Whoop health data to Claude via an MCP server, enabling retrieval of r…
43167
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
43168
cybeleri
finance Claim
Financial data MCP server: stock quotes, crypto prices, portfolio tracking, mar…
N/A N/A 95
43169
freeman-emet
Data-economy news: markets, alt data, AI training data, licensing, deals. Agent…
43170
randysalars
Multi-advisor debate, institutional memory, trust scoring, and cognitive govern…
N/A N/A
43171
equipdash
EquipDash Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
81
43172
pipeworx-io
Enables searching and querying datasets from Aix-Marseille-Provence Open Data p…
43173
gitByEOS
Enables remote chat between Feishu (Lark) and AI agents like Cursor/Claude via …
43174
Chao-Shiun
Enables OpenAI Codex to consult Claude Code for co-analysis, adversarial second…
N/A N/A
43175
pipeworx-io
Enables querying Open Beauty Facts product data through natural language, using…
43176
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
43177
dpup
meshcore-mcp Claim
A Model Context Protocol server that exposes a MeshCore node and the mesh reach…
N/A N/A
43178
askads
Enables querying Yandex Wordstat search statistics, including frequency, relate…
43179
zephyrpersonal
Provides sensitive word detection and filtering capabilities for LLMs, supporti…
43180
makkoncept
Enables analysis of FitNotes workout data through an LLM, providing insights on…
N/A N/A
43181
Isak-Landin
Docker MCP Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
N/A N/A
43182
OctoPerf
octoperf Claim
Drive OctoPerf load testing from any AI agent: import, edit, validate, run scen…
43183
iota-uz
repl-mcp Claim
A persistent Python REPL MCP server for AI agents with stateful execution, real…
N/A N/A
43184
nishota
Exposes Poi's external APIs (file upload/download, commenting, license key issu…
43185
rex
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
N/A N/A 95
43186
jim-agent
Enables AI assistants to deploy, initialize, and upgrade NEAR smart contracts w…
N/A N/A
43187
online111111
Enables access to 11 free public APIs including weather, country info, NASA dat…
43188
janoujan
Provides secure access to Exegol penetration testing tools for CTF competitions…
N/A N/A 95
43189
anisayari
Provides YouTube video search, comment analysis, AI-powered text tools, and con…
43190
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
N/A N/A
43191
SaschaDeforth
Enables AI assistants to audit websites for AI-readiness, generate AI-optimized…
43192
mylxsw
Enables AI assistants to create, read, update, delete, and list memos via the M…
43193
mcoulmeau
gpt_agent Claim
N/A N/A 95
43194
arjunkmrm
Retrieves current weather information for any location using the OpenWeatherMap…
N/A N/A 95
43195
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
N/A N/A 95
43196
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
43197
AiAgentKarl
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
43198
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
N/A N/A
43199
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
43200 N/A N/A 95
Showing 43151–43200 of 67197 servers
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