MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32201
pranavkarthik10
Enables Claude to interact with Canvas LMS to manage coursework, track assignme…
32202
paperdavid
manoma Claim
MCP server for soul.md — your portable AI identity layer across every LLM.
N/A N/A
32203
aixsignal
ruon-ai Claim
N/A N/A 95
32204
diana.jinhyeon
tt Claim
N/A N/A 95
32205
Webdev3-digi
fastalert Claim
N/A N/A 95
32206
nodejsmcp Claim 1
A Forgejo MCP Server
N/A N/A 76
32207
carlosofscience
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2…
32208
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
32209
junct-bot
Hyperliquid - 2 tools for perpetuals, options, and position data
32210
Vaquill-AI
canlii-mcp Claim
An MCP server providing AI assistants access to Canadian case law and legislati…
32211
mmorey
Connects AI assistants to the Runn.io resource planning platform to manage proj…
81
32212
plith
Plith Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
32213
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
N/A N/A
32214
keturiosakys
Bluesky instance integration for querying and interaction
81
32215
protae5544
websites Claim
N/A N/A 95
32216
geraservicesuk
mcp-geraride Claim
Book rides, request deliveries, estimate fares, track trips. 50+ countries.
N/A N/A 95
32217
CSOAI-ORG
Provides comprehensive GDPR compliance assessment tools for AI/ML systems, incl…
32218
axel-belfort
Historical crypto OHLCV candle data API for AI agents. Daily, 4-hour, and 1-hou…
32219
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
81
32220
josephtandle
Enables AI assistants to manage Cloudflare infrastructure including DNS records…
32221
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
32222
info-00wt
HemmaBo Claim
MCP server for vacation rental direct bookings. Search properties, check availa…
32223
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
N/A N/A 81
32224
NicolasDangg
Look up authoritative English definitions tailored for IELTS learners. Get quic…
N/A N/A 95
32225
RepoMapper Claim 1
An MCP server (and command-line tool) to provide a dynamic map of chat-related …
N/A N/A 95
32226
vmanoilov
secu Claim
N/A N/A 95
32227
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
32228
weather-mcp Claim 1
A simple MCP server for getting weather information.
N/A N/A 81
32229
manycontacts
# ManyContacts MCP Server MCP (Model Context Protocol) server for [ManyContact…
32230
jordan
metabase Claim
N/A N/A 95
32231
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
N/A N/A 95
32232
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
32233
agentzonemkp
Enables LLMs to search, discover, and interact with over 37,000 verified on-cha…
32234
fikrimastor
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
81
32235
Denominator-Ventures
Open coordination network for AI agents and their humans. 13 tools for structur…
32236
alex2zimmermann-ux
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
32237
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
32238
Which-Model
A model routing advisor for autonomous agents — get cost-optimised LLM recommen…
32239
MatthewSuazo
A local MCP server that wraps the Obsidian CLI to give AI assistants direct acc…
N/A N/A
32240
Aquariosan
Outbound webhook sender for AI agents with delivery log. Reads are free, sends …
32241
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
32242
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
32243
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
81
32244
TeamTixxly
tixxly Claim
Tixxly MCP server — connect AI agents to tours, experiences, and activities
N/A N/A 83
32245
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A
32246
opspawn
This MCP server allows an AI assistants to search for flight information online…
N/A N/A 95
32247 N/A N/A 95
32248 N/A N/A 95
32249
soundstear
adsdas Claim
adsdas
N/A N/A 95
32250
fayamonkey
Enables AI educators to provide simple explanations, interactive demonstrations…
81
Showing 32201–32250 of 33379 servers
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