MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
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24039
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1224
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16961
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Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27051
Validate, transform, and normalize structured data for AI agents.
 — ○ ⏳ — N/A N/A — — —
27052
MarketcheckHub
Provides 25 interactive automotive intelligence tools for real-time market data…
 — ○ ⏳ — — — — — —
27053
Compare flashcard apps, spatial memory science, and aphantasia learning guides.
 — ○ ⏳ — N/A N/A — — —
27054
Parse and extract structured data from various document formats (PDF, Word, HTM…
 — ○ ⏳ — N/A N/A — — —
27055
Validate and verify data from other agents before acting on it. Zero LLM costs.
 — ○ ⏳ — N/A N/A — — —
27056
asmaaziry19
test Claim
— ○ ⏳ — N/A N/A — 95 —
27057
misaka2f07
calc Claim
— ○ — N/A N/A — 95 —
27058
toolmesh Claim
MCP gateway with authorization, credential injection, audit logging, and output…
 — ○ ⏳ — — — — — —
27059
resq-software
A Model Context Protocol server for the resQ emergency response system that int…
 — ○ ⏳ — — — — — —
27060
ProofSlip Claim
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
 — ○ ⏳ — N/A N/A — — —
27061
aeo Claim
Scan any website for AI readiness — 100-point score across 6 AEO categories in …
 — ○ ⏳ — — — — — —
27062
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
 — ○ ⏳ — — — — — —
27063
cigarfinder
CigarFinder Claim
Search over 68,000 cigars from 17+ trusted retailers to find specific brands, s…
 — ○ — — — — 81 —
27064
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
 — ○ ⏳ — N/A N/A — — —
27065
pixelixe
Pixelixe Claim
Brand-safe MCP for AI agents to create editable, on-brand graphics and automate…
 — ○ ⏳ — — — — — —
27066
post-pulse
PostPulse Claim
PostPulse is a unified API and integration suite that handles the complexity of…
 — ○ ⏳ — — — — — —
27067
proxmox Claim
Manage Proxmox VE infrastructure including virtual machines, containers, storag…
 — ○ ⏳ — — — — — —
27068
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
 — ○ ⏳ — — — — — —
27069
LexQ Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
 — ○ ⏳ — — — — — —
27070
hamster-blip
Enables AI assistants to access and analyze Oura Ring health data including sle…
 — ○ — — — — 81 —
27071
arturkoter
Connect Claude to your SavvyCal account. List upcoming meetings, check your ava…
 — ○ ⏳ — — — — — —
27072
mcp-server Claim 1
Architecture visibility and control for agentic engineering.
 — ○ — N/A N/A — 81 —
27073
18 tools for US stock screeners, chart patterns, options flow signals and equit…
 — ○ ⏳ — — — — — —
27074
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
 — ○ ⏳ — N/A N/A — — —
27075
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
 — ○ ⏳ — N/A N/A — — —
27076
cruso003
xara Claim
— ○ — N/A N/A — 95 —
27077
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
 — ○ ⏳ — N/A N/A — — —
27078
mkriggsbee
Federal Agency Rules and Executive Actions
 — ○ — — — — 81 —
27079
MCP server for searching 40,000+ daily expired and auction domains from 12 plat…
 — ○ ⏳ — — — — — —
27080
Irenic Table Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
 — ○ ⏳ — — — — — —
27081
soundstear
sdadasads Claim
— ○ — N/A N/A — 95 —
27082
cocaxcode
devflow-mcp Claim
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
 — ○ ⏳ — N/A N/A — — —
27083
browser-mcp Claim
Control your real Chrome from Claude Code. 29 tools with CAPTCHA solving and mu…
 — ○ ⏳ — N/A N/A — — —
27084
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
 — ○ — N/A N/A — 95 —
27085
MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event s…
 — ○ ⏳ — N/A N/A — — —
27086
cuongpo
Enable seamless interaction with the Hyperion blockchain through a standardized…
 — ○ — N/A N/A — 81 —
27087
hagaihen
— ○ — N/A N/A — 95 —
27088
hiing
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
 — ○ ⏳ — — — — 81 —
27089
Knowledge synthesis MCP server with vector-deduplicated lessons and x402 microp…
 — ○ ⏳ — N/A N/A — — —
27090
noelregis18
A full-stack web application that allows users to upload, view, edit, and delet…
 — ○ ⏳ — N/A N/A — 95 —
27091
qubitsok
mcp-server Claim
— ○ — N/A N/A — 95 —
27092
memograph Claim
Graph-based memory system for LLMs with knowledge graphs and semantic search
 — ○ ⏳ — N/A N/A — — —
27093
pipeworx-io
uluesky Claim
Bluesky MCP — wraps the AT Protocol API
 — ○ ⏳ — — — — — —
27094
Trending hip-hop artist momentum scores across four cultural dimensions.
 — ○ ⏳ — — — — — —
27095
raisonnai
connect Claim
AI-native art catalogue. Catalogue works, parse provenance, and generate signed…
 — ○ ⏳ — — — — — —
27096
pipeworx-io
ureweries Claim
Breweries MCP — Open Brewery DB API (free, no auth)
 — ○ ⏳ — — — — — —
27097
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
 — ○ ⏳ — N/A N/A — — —
27098
emberreads
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
 — ○ ⏳ — — — — — —
27099
secureship
Secureship MCP gives AI assistants access to a multi-carrier shipping API cover…
 — ○ ⏳ — — — — — —
27100
toonify-mcp Claim
Automatic token optimization for Claude Code and MCP workflows, including struc…
 — ○ ⏳ — N/A N/A — — —
Showing 27051–27100 of 30006 servers
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