MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53201
Bourdon Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
N/A N/A 95
53202
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
N/A N/A
53203
egn88
Provides structured build, compile, and test operations with parsed output to r…
N/A N/A
53204
captia-technology
Industrial glossary, protocol reference, technical search and OEE calculation. …
53205
mailverdict
mailverdict Claim
Keyless email checks: disposable, role, and free-provider detection, MX, and ty…
53206
jacobparis
Self-host a realtime voice-call companion for coding agents. Exposes an MCP end…
53207
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
53208
Alexander-Zhukov
MCP server for Joplin Server that gives LLMs full access to notes, notebooks, t…
N/A N/A
53209
rmednitzer
mcpx Claim
A Model Context Protocol server for complete shell and SSH mastery, enabling co…
53210
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
53211
toolshedlabs-hash
Pagewatch Claim
Read a URL as clean markdown, screenshot a website, url to PDF. Web access for …
53212
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
N/A N/A 69
53213
caoshuo594
An MCP server that wraps the OpenRouter API, enabling users to access diverse l…
81
53214
AliKarami
MikroMCP Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
N/A N/A
53215
ia-qa
IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG …
81
53216
andrewchmr
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
53217
nolte
MCP server for Reachy Mini robot that exposes robot state and motion control to…
N/A N/A
53218
PPParticle
web-reader Claim
A self-hosted MCP server that reads web pages and converts them to Markdown, wi…
N/A N/A
53219
context-you-keep
Enables AI-native task management using plain markdown files to create, update,…
81
53220
Socheli
@socheli/mcp Claim
Enables MCP-enabled agents to manage Socheli content: list, inspect, generate r…
N/A N/A
53221
greenhouselabs
CueScope Claim
CueScope is a read-first MCP server that gives AI assistants safe production in…
53222
IsaiahDupree
notesbridge Claim
Search, read, and write your Apple Notes from ChatGPT/Claude via a local Mac ag…
53223
seaosinc
An MCP server that offloads light LLM work from Claude to a model you control, …
53224
croc100
litescope Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
53225
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
53226
Mindola-ai
lens Claim 1
Create your digital twin: a public page that answers from your own material, wi…
67
53227
fDiosc
BugCatcher Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
N/A N/A 95
53228
AceDataCloud
MCP server for web extraction and rendering via AceDataCloud WebExtrator
53229
artisan-at-work
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
53230
hydavinci
Generate UML class diagrams from C++ source code by analyzing class structures,…
N/A N/A 95
53231
yafldev
mcp Claim 1
Agent-first E2EE file transfer over MCP: move files between machines in one too…
N/A N/A 69
53232
GenAICPA
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
53233
plori-ai
plori Claim
Create and drive plori cloud agents and workflows over MCP; each agent has its …
53234
bvatech
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
53235
pipeworx-io
Owid Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
53236
boivert
Stage AI MCP Claim
This MCP server replicates how a creative strategist gathers context by expandi…
81
53237
kyw1419
coptest Claim
N/A N/A 95
53238
Avivcha
pody-mcp Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
53239
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
53240
hardyjosh
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
N/A N/A
53241
gaato
kbbi-mcp Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
N/A N/A
53242
zhaiy
A local MCP server providing free network access capabilities including HTTP re…
N/A N/A
53243
User0856
snaprender Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
N/A N/A 95
53244
halitartuc
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
N/A N/A
53245
shipeasy-ai
mcp Claim
Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy…
N/A N/A
53246
mayrsascha
mcp Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
53247
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
N/A N/A
53248
Janicezhhhh
Agent Pulse Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
53249
popdot-ai
Popdot AI Claim
Rent verified subdomains by the hour, day, or month. Free 24h trials, x402 USDC…
53250
TavoElgueaLopez
A remote MCP server on Cloudflare Workers without authentication, enabling tool…
Showing 53201–53250 of 67226 servers