MCP Server Quality Scores

Independent quality analysis of 61340 public MCP servers

61340
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30401
naikamol76
A Python-based MCP server that integrates Google Docs and Gmail, allowing appen…
N/A N/A
30402
YonasValentin
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
N/A N/A
30403
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
30404
derekbar90
zenhub-mcp Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
30405 N/A N/A 95
30406
afshinator
An MCP server to search for (free) stock images and videos from pexels.com.
30407
oisee
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
30408
France-Care
Donnees sante territoriale France : acces aux soins, FINESS, RNA — 35 000+ comm…
30409
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
30410
borecollins
autohaven Claim
Search for cars
N/A N/A 95
30411
cuber-it
Playwright browser automation tools for MCP enabling navigation, interaction, c…
N/A N/A 95
30412
LKCY23
A FastMCP server that provides weather-related tools using the QWeather API, en…
30413
rotem1230
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
N/A N/A 83
30414
gabrielmahia
bima-mcp Claim
MCP server for Kenya insurance intelligence, providing tools to query insurance…
N/A N/A
30415
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
N/A N/A
30416
gahoccode
vnprices-mcp Claim
An MCP server that provides Vietnamese financial market data through Claude Des…
30417
chrischall
compass-mcp Claim
Compass real-estate for Claude — search, property details, photos, price histor…
N/A N/A
30418
andrewlwn77
Provides access to Google Trends data including status, trending questions, and…
30419
sudheerdvn
vyuha Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
N/A N/A
30420
lightningfaucet
mcp-server Claim
Give AI agents a Bitcoin wallet with Lightning Network payments and L402 suppor…
N/A N/A 95
30421
PabloPauling
Validates the physical and chemical plausibility of ligand–protein docking pose…
30422
retospect
Manages patent application drafts via structured YAML and LaTeX sections, with …
N/A N/A
30423
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
30424
312-dev
sophtron-mcp Claim
Query bank accounts, credit cards, and transactions via Sophtron's financial da…
N/A N/A
30425
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
30426
allanbchancery
MCP server for managing n8n workflows and executions. Enables listing, activati…
30427
lanternrow
MCP server for LinkedIn Company Page analytics, providing follower growth, demo…
30428
CoReason-AI
Dynamic multi-agent debate MCP server for structured argumentation and reasonin…
N/A N/A
30429 N/A N/A 95
30430
pepperonas
pigeon Claim
Forwards browser console errors, warnings, and unhandled rejections to Claude C…
N/A N/A
30431
memoio
Provides decentralized storage for AI agents, enabling them to save generated c…
30432
aldanin
MCP server for TheDaninFamily database with tools to query family events and da…
N/A N/A
30433
vyshnavi-nandyala
A Model Context Protocol server providing tools for DB queries, API calls, file…
N/A N/A
30434
jacob-hartmann
Enables AI assistants to interact with the Vibe CTV/streaming advertising platf…
30435
paraporoco
Enables mathematical computation via Wolfram Language/Mathematica integration, …
N/A N/A
30436
PILSO-OS
erc20-mcp Claim
This MCP server enables agents to fetch and reason about ERC-20 token metadata,…
N/A N/A
30437
mchristoffers
hafasmcp Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
30438
yuxin040712
MCP server that enables controlling a StackChan robot via tools like speak, emo…
30439
ExpertVagabond
shopify-mcp Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
30440
ericmanyc
Enables AI agents to manage rental properties on TenantCloud via natural langua…
N/A N/A
30441
wyre-technology
knowbe4-mcp Claim
MCP server for KnowBe4 — security awareness training, phishing simulation, and …
30442
djtellado
nexus-legal Claim
International legal analysis (ISO 31000) across 63 jurisdictions — 15 tools.
30443
chayasin
postgres Claim
Enables querying and inspecting a PostgreSQL database, including executing SQL …
30444
xiguawang
MCP server for reading WeChat public account articles by reusing authenticated …
N/A N/A
30445
qinsehm1128
askboard-mcp Claim
A local MCP server that collects structured human input via browser forms and m…
N/A N/A
30446
tulidu-sport
Enables AI tools to query sports tournaments, leaderboards, predictions, and ma…
N/A N/A
30447
zohaib3249
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
N/A N/A
30448
przemyslawzielinski87-debug
akm-bridge Claim
MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …
N/A N/A
30449
NicolasAEV
Multi-stack scaffolding engine for generating production-ready module structure…
N/A N/A
30450
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
Showing 30401–30450 of 61340 servers
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