MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52201 N/A N/A 95
52202
ClawCall-Dev
clawcall Claim
MCP server for ClawCall — AI-powered US phone calling.
N/A N/A
52203
jacobNar
Enables creating PowerPoint presentations with ERD diagrams from text prompts b…
N/A N/A
52204
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
N/A N/A
52205
lilycip
obra-cfo Claim
Local-first MCP that runs an investment committee on your pitch and scores fund…
N/A N/A
52206
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
52207
dame-senders
senders-mcp Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
52208
darknoon
MCP Debugger Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
N/A N/A
52209
mpazaryna
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
N/A N/A 95
52210
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
52211
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
N/A N/A 83
52212
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
52213
MLTCorp
Convert files, run PDF/image tools, create billing links, and report feedback.
52214
jsamuel1
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
N/A N/A
52215
mcp Claim 1
Agent-facing site in pre-launch; agents can read the site and submit intent.
67
52216
0-don
mcp Claim
Search 200+ UnoRouter models (most free), check pricing, and chat through one k…
52217
hedging8563
Read-only MCP server that exposes public TokenLab model catalog tools for agent…
52218
axel-belfort
AI-powered fact-checking API for AI agents. Verify any factual claim with web e…
N/A N/A 95
52219
m1bsvonmibenstein
An MCP server that lets an AI assistant run commands and transfer files over SS…
N/A N/A
52220
swesmith-repos
Enables interaction with Azure AI Foundry services for model exploration, deplo…
81
52221
paychex
FastMCP server for Tavily search API with web search and content extraction
N/A N/A 95
52222
byimprint
intelligence Claim
Agent-callable creator intelligence: 952+ scored YouTube creators across 180 ni…
52223
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
52224
afialho
Provides a comprehensive set of developer utilities including UUID generation, …
N/A N/A
52225
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
N/A N/A
52226
Yusen-Hu
Enables AI clients like Claude Desktop to search your local Obsidian vault note…
N/A N/A
52227
MLMecham
eda-mcp Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
N/A N/A
52228
schwarztim
Provides access to Shodan's IoT search engine API for device search, host intel…
N/A N/A
52229
jiwon-5570
Analyzes suspicious KakaoTalk messages and links using public data samples and …
52230
oli799
An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
N/A N/A
52231
cc1a2b
MCP server for correct Arabic formatting — currency, Hijri dates, number-to-wor…
N/A N/A
52232
ImRonAI
telnyx-ai Claim
N/A N/A 95
52233
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
52234
Headdao
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
52235
NeoDrew
chromeflow Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
N/A N/A
52236
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
N/A N/A 72
52237
Mehmoodqureshi
chrome-mcp Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
N/A N/A
52238
ligea-gmbh
AI Act Radar Claim
EU AI Act obligations and updates from ten official sources, incl. the national…
52239
adbarc92
MCP server that gives AI coding assistants direct access to the browser — navig…
N/A N/A
52240
IAMSamuelRodda
Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
N/A N/A 95
52241
SeanOnamade
An MCP server that turns your Notion task list into an AI-optimized daily sched…
52242
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
52243
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
N/A N/A
52244
tradallo
reputation Claim
Query cryptographically-verified trading reputations (humans + AI agents). ed25…
52245
sumithr
sumo-qa Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
N/A N/A
52246
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
52247
Aravindargutus
Enables users to validate MCP servers, skills, extensions, and packages for sch…
N/A N/A
52248
Devrajsinh-Jhala
npx-vibe Claim
Read-only npm package and project dependency preflight tools for AI application…
N/A N/A
52249
ndigrazia
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
52250
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
Showing 52201–52250 of 66502 servers