MCP Server Quality Scores

Independent quality analysis of 57357 public MCP servers

57357
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57251
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
57252
bbeksh
MCPpedia Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
81
57253
tonghui666
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
N/A N/A
57254
friendlygeorge
MCP server for PostHog — product analytics for AI assistants. Query events, per…
N/A N/A
57255
shanjai-raj
Commune Claim
Email and SMS MCP server for AI agents — 41 tools for inboxes, sending, search,…
N/A N/A 83
57256
webex
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
81
57257
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
57258
gbram1
Hivemind Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
57259
bluewings1211
Enables AI agents to chat with codebases by indexing local directories or GitHu…
N/A N/A
57260
fetchsandbox
mcp Claim
Stateful OpenAPI sandbox for AI agents to validate API integrations end-to-end.
N/A N/A
57261
suprdeck-ai
Suprdeck Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
81
57262
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
N/A N/A
57263
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
57264
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
57265
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
N/A N/A
57266
maxwellviksna-stack
weeek-mcp Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
57267
helbertparanhos
n8n-pro-mcp Claim
Full-instance management for self-hosted n8n including queue mode: workflows, e…
N/A N/A
57268
TedTschopp
A deployable MCP server for Cloudflare Workers or Azure Functions that provides…
81
57269
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
57270
joshfreeland
Forward MCP Claim
Enables agents to purchase verified growth outcomes such as qualified leads, sa…
N/A N/A
57271
godson
godson_1 Claim
N/A N/A 95
57272
hyunlord
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
N/A N/A
57273
zw008
vmware-pilot Claim
VMware workflow orchestration — multi-step state machine with approval gates, a…
57274
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
57275
LukasHaas
Flighty MCP Claim
Enables AI assistants to access and manage your Flighty flight data directly fr…
N/A N/A
57276
cofin
litestar-mcp Claim
A Litestar plugin that automatically exposes marked routes as MCP tools and res…
57277
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
57278
DaveFan-NCHC
Provides aerodynamic analysis tools through MCP, enabling geometry generation, …
57279
VivedhaElango
Enables searching and managing academic papers from arXiv with tools, resources…
N/A N/A
57280
cedricziel
aha-mcp Claim
Integrates with Aha.io product management platform, enabling offline data synch…
57281
thaynam
Enables searching and retrieving nutrition data, recipes, and managing food dia…
N/A N/A
57282
blockmandev
Enables AI assistants to access and search TrendKia articles, retrieving clean …
57283
manh20051151
Provides real-time weather, forecasts, historical data, and air quality for AI …
N/A N/A
57284
alvelda
KPA Claim
Provides an MCP server for programmatic reading, authoring, editing, designing,…
N/A N/A
57285
masterries
SIP News MCP Claim
Enables AI assistants to search and read official news from the Luxembourg gove…
57286
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
57287
BenjoNX
Enables querying and retrieving legal texts and decisions from French public AP…
N/A N/A
57288
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
81
57289
ansua79
MCP server for searching Korean scientific literature, patents, reports, and mo…
57290
amankrokx
An unofficial MCP server that connects AI assistants to Akamai APIs, providing …
57291
CSOAI-ORG
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57292
cargoffer
AI-powered route optimization MCP server for heavy vehicles and logistics. Calc…
57293
spikeon
MCP server for generating negative-space print supports for 3D models (STL/OBJ/…
N/A N/A
57294
TianyiLi
document-mcp Claim
Enables AI agents to efficiently manage and update component documentation with…
N/A N/A
57295
geraservicesuk
mcp-geracash Claim
Digital wallet: send money, pay bills, convert currency. 50+ countries.
N/A N/A 95
57296
Serhatcck
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
N/A N/A
57297
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
57298
deepwired
mcp-jira-scoped Claim 1
Enables AI assistants to manage Jira tasks, issues, and projects using Atlassia…
83
57299
Gliana-Labs
Hosted MCP server for browsing the GlianaAI model catalog with zero setup, prov…
57300
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
Showing 57251–57300 of 57357 servers