MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46001
null
Canvas Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
81
46002
clauxel
Remote MCP for Universal Cart merchant readiness MCP, structured receipts, audi…
46003
pnientiedt
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
N/A N/A
46004
tools-for-agents
recall Claim
Enables agents to query across all their memory stores (brain, team, reading, c…
N/A N/A
46005
pushkarsingh32
Enables creating, viewing, and managing articles and projects via Claude Code a…
N/A N/A
46006
rushabhjoshi3727
reddit_mcp Claim
N/A N/A 95
46007
eladkishon
nomadpoint Claim
Plan trips and track visa days per traveller across 39,601 entry rules
46008
pipeworx-io
Enables AI agents to query and access legal data from the Free Law Project's Co…
46009
hi-k3uy
brag-fast Claim
81
46010
archcore-ai
cli Claim
Git-native context for AI coding agents — CLI and local MCP server
N/A N/A
46011
constant-itis
gimp-mcp Claim
Enables AI agents to control GIMP 2.10 through its Script-Fu server, providing …
N/A N/A
46012
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
46013
jmbremer
ManyMeet Claim
**Coaches, consultants, and creators run sales webinars as Zoom Meetings** beca…
81
46014
runapi-ai
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
46015
KI4JLU
mcp-blanko Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
46016
figfhgfgg
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
N/A N/A
46017
weihermans
volo-mcp Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
46018
AltriaPendragon49
foldseek-mcp Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
N/A N/A
46019
trololol91
arr-mcp Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
46020
luoyonghao1997
UVM 1.2 MCP Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
N/A N/A
46021
dalboki
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
46022
fastmcp-me
Provides intelligent web search capabilities using OpenAI's reasoning models, e…
46023
kweinmeister
toon-mcp Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
N/A N/A
46024
pipeworx-io
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
46025
JinYuKiKK0
Enables an agent to execute Stata do scripts or inline commands locally and ret…
N/A N/A
46026
Cicatriiz
Enables timezone conversion, astronomical calculations, and date utilities thro…
N/A N/A
46027
Juxsta
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
N/A N/A
46028
fenil0020
gridpane-mcp Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
46029
Datraxinnovator
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
46030
Comet-Studio-Io
mcp Claim
Deterministic Chakra UI code from your Shippp design files, straight into your …
N/A N/A
46031
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
46032
cassilup
filewash Claim
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
N/A N/A
46033
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
46034
lyz530
Provides an AI-driven four-stage software development workflow with role manage…
N/A N/A
46035
micaelmalta
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
81
46036
venkatd-media
MCP server that tracks what you are working on. Logs are stored locally as one …
N/A N/A
46037
axel-belfort
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
81
46038
requestbin
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
46039
DMAX-Vibes
manifest-mcp Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
46040
GuruPDF
GuruPDF Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
N/A N/A
46041
droideck
Enables troubleshooting of LDAP directory services through natural language que…
N/A N/A
46042
6amdev
MCP server for managing Ubuntu servers with AI integration, enabling system mon…
N/A N/A
46043
Avinash-Amudala
MCP-Telecom Claim
Bridges AI agents with network infrastructure, enabling secure read-only access…
81
46044
anomalous3
macbot-mcp Claim
Enables AI agents to control macOS applications through the Accessibility API, …
N/A N/A
46045
harshil1712
Enables AI agents to browse restaurants and menus for free, and place orders wi…
46046
Xevos117
mcp-zotero Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
N/A N/A
46047
junter1989k-ai
Peru CPE invoices for AI agents - issue, query, void facturas/boletas via SUNAT…
46048
shaoyun
A TypeScript MCP server that gives text-only LLMs image understanding through S…
46049
lazymac2x
form-backend Claim
Cloudflare Workers MCP server: form-backend
46050
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
N/A N/A
Showing 46001–46050 of 66518 servers
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