MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34005
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39301
Derron-Knox
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
— ○ ⏳ — — — — — —
39302
ProTech001
Enables creation of complete metamodels and model instances through natural lan…
— ○ ⏳ — — — — — —
39303
burnworks
Guides users to official WCAG and W3C resources for learning web accessibility,…
— ○ ⏳ — N/A N/A — — —
39304
WENLIXIAO-CS
tmux-mcp Claim
Allows AI assistants to create, manage, and interact with tmux sessions, window…
— ○ ⏳ — N/A N/A — — —
39305
kalmma
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
— ○ ⏳ — N/A N/A — — —
39306
cakhiltej9001-source
Custom MCP server exposing an internet_search tool that fetches DuckDuckGo resu…
— ○ ⏳ — — — — — —
39307
pipeworx-io
Enables querying NYC Open Data datasets using natural language, with tools to s…
— ○ ⏳ — — — — — —
39308
zbrdc
Delia Claim
Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) w…
— ○ ⏳ — — — — 81 —
39309
flowency-live
Enables AI assistants to search and create venues and artists, and create event…
— ○ ⏳ — N/A N/A — — —
39310
netty-linux
Production MCP server for querying the official Meta Ad Library API to search a…
— ○ ⏳ — — — — — —
39311
EthanSky2986
Enables Claude Code to send and receive messages via Telegram for remote intera…
— ○ ⏳ — N/A N/A — 95 —
39312
AlexanderWillner
things-mcp Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
— ○ ⏳ — N/A N/A — — —
39313
auspham
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
— ○ ⏳ — N/A N/A — — —
39314
Auxin-io
nyc-friend Claim
— ○ ⏳ — N/A N/A — 95 —
39315
Muqaram0
Provides structured pentesting methodology knowledge base with 7 read-only tool…
— ○ ⏳ — — — — — —
39316
stolostron
A Model Context Protocol server that enables AI applications to interact with J…
— ○ ⏳ — N/A N/A — — —
39317
andreapede
MCP server for searching and retrieving Magic: The Gathering card information v…
— ○ ⏳ — N/A N/A — — —
39318
edkdev
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
— ○ ⏳ — — — — — —
39319
INOTECH-ecbiesek
sienge-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
39320
martin-delivered
This server enables AI to match Figma design nodes with React components from S…
— ○ ⏳ — — — — — —
39321
seven-hills-software
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
— ○ ⏳ — — — — — —
39322
cakemail
An MCP server that provides AI agents with direct access to authoritative Cakem…
— ○ ⏳ — — — — — —
39323
VecGrep
VecGrep Claim
Semantic code search MCP server that reduces token usage by ~95% by returning t…
— ○ ⏳ — N/A N/A — — —
39324
beydemirfurkan
tweetly Claim
An MCP server that enables AI agents to automate actions on X (Twitter) through…
— ○ ⏳ — — — — — —
39325
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
— ○ ⏳ — N/A N/A — — —
39326
ai-research
Airesearch Claim
— ○ ⏳ — N/A N/A — — —
39327 — ○ ⏳ — N/A N/A — 95 —
39328
moxus
Enables interaction with Intervals.icu data, including activities, wellness, an…
— ○ ⏳ — — — — — —
39329
nfs-mym
manoj-mcp Claim
A personal MCP server that enables Claude to interact with Jira, Confluence, Gm…
— ○ ⏳ — — — — — —
39330
NeerajG03
Enables AI assistants to save and recall information from files or free-form no…
— ○ ⏳ — N/A N/A — — —
39331
vignitin
Enables natural language management of Juniper Apstra datacenter networks, incl…
— ○ ⏳ — — — — — —
39332
ageugyn
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
— ○ ⏳ — — — — — —
39333
maxkuminov
obsidian-mcp Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
— ○ ⏳ — N/A N/A — — —
39334
JJerryChoi
apex-memory Claim
Persistent memory for AI coding agents. Enables agents to save and recall decis…
— ○ ⏳ — N/A N/A — — —
39335
New1Direction
Cross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions…
— ○ ⏳ — N/A N/A — — —
39336
gianjohn88
XP-MCP Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
— ○ ⏳ — N/A N/A — — —
39337 — ○ ⏳ — N/A N/A — 95 —
39338
oeken
Enables AI clients to seamlessly take HubSpot actions and interact with your Hu…
— ○ ⏳ — — — — — —
39339
AddisonTech
Iris Claim
This MCP server enables AI agents to read MQTT and Sparkplug B data via tools l…
— ○ ⏳ — — — — — —
39340
axiom-works-ai
An MCP server that gives Claude and other LLM agents programmatic access to EVE…
— ○ ⏳ — — — — — —
39341
larsburkhardt
vision Claim
Enables vision capabilities for OpenCode by analyzing local images (PNG, JPG, W…
— ○ ⏳ — N/A N/A — — —
39342
kabirrajsingh
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
— ○ ⏳ — — — — — —
39343
Sunwood-ai-labs
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
— ○ ⏳ — N/A N/A — — —
39344
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
— ○ ⏳ — — — — — —
39345
emawritz
whatsapp-mcp Claim
Connects WhatsApp to Claude Code, enabling message reading, audio transcription…
— ○ ⏳ — N/A N/A — — —
39346
Hei33enberg
Honest voice authenticity for AI agents: enrol a voice, verify a call clip. Sig…
— ○ ⏳ — N/A N/A — — —
39347
jpa012401
Enables AI agents to perform comprehensive web application testing including vi…
— ○ ⏳ — N/A N/A — — —
39348
david-valdivia
Enables Claude to read, create, update, and manage files in Google Drive throug…
— ○ ⏳ — — — — — —
39349
Bigabou007-dev
WariMCP Claim
A unified MCP server for West African payment providers, enabling AI agents and…
— ○ ⏳ — — — — — —
39350
TCRichards
Cohearence Claim
Track, curate, and analyze data about your health, habits, and goals.
— ○ ⏳ — — — — — —
Showing 39301–39350 of 69400 servers
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