MCP Server Quality Scores

Independent quality analysis of 61082 public MCP servers

61082
Discovered
30024
Scored
2112
Verified
16953
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30201
gravik123
mcp_project Claim
N/A N/A 95
30202
Iploop
MCP server giving AI agents controlled residential-proxy web access with option…
30203
denizzeybek-fe
Automated MCP server for the Insider Design System. Enables AI assistants to di…
N/A N/A
30204
liyq0307
MySQLMCP Claim
A high-performance MySQL database MCP server providing 29 professional tools fo…
N/A N/A
30205
dnchandra
Enables management of Windows servers from Linux through an MCP server with per…
N/A N/A 95
30206
MagicTurtle-s
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
N/A N/A
30207
dkeeno
Enables creating and managing AWS EKS clusters via Terraform, including VPC, no…
N/A N/A
30208
lyse-labs
ds-pilot Claim
MCP server that exposes your design system components and tokens to AI agents, …
N/A N/A
30209
molML
ChemLint Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
N/A N/A
30210
clivejefferies
A minimal, secure MCP server for AI-assisted mobile development, enabling build…
N/A N/A
30211
vkolotov
In-memory MCP server for cooperative collaboration between separate agents, ena…
30212
pipeworx-io
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
30213
AiAgentKarl
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
N/A N/A
30214
dogkeeper886
wpa-mcp Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
N/A N/A
30215
ayushgundecha
AI-powered code review assistant that analyzes repositories for security vulner…
N/A N/A
30216
onion-ai
A feature-rich MCP server offering 30 tools across AI, code, text, data, web, a…
30217
positonic
Connect Claude to your Exponential workspace to manage projects, actions, and O…
30218
anomalous3
macbot-mcp Claim
Enables AI agents to control macOS applications through the Accessibility API, …
N/A N/A
30219
DilmurodMak
Provides real-time weather information for any location using FastMCP.
30220
gianjohn88
XP-MCP Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
N/A N/A
30221
BillyTheManBot
trust-mcp Claim
MCP server that enables AI agents to verify each other's trust scores, register…
30222
ari310126
canvas_mcp Claim
Enables reading and writing Canvas LMS course content using browser session coo…
N/A N/A
30223
NicolasAEV
Allows AI assistants to query public procurement opportunities, purchase orders…
30224
Suganthan-Mohanadasan
Lets you ask Claude questions about your Google Search Console data and get rea…
N/A N/A
30225
GTarkin
zeughaus-mcp Claim
Execute commands in ephemeral containers with any combination of Nix packages.
N/A N/A
30226
geojakes
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
N/A N/A
30227
0xAndoroid
Enables fetching poker sessions and computing aggregate statistics (profit, win…
30228
bobby060
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
30229
vivier
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
30230
banstack
Light-weight MCP server to save and manage apartment listings to a shared Googl…
30231
US1929
switchai Claim
Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live…
N/A N/A
30232
Evan-Crx
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/…
N/A N/A
30233
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
30234
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
30235
rag-poc-pj
AI agent can manage Redmine tickets and projects via MCP tools.
N/A N/A
30236
lizhongxuan
browser-mcp Claim
An MCP server that enables AI coding tools to control a browser for automated a…
N/A N/A
30237
schoeffeljp
deribit-mcp Claim
Connects to Deribit for real-time market data, portfolio management, trade exec…
N/A N/A
30238
alfredoanton82
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
N/A N/A
30239
os-tack
fcp-drawio Claim
MCP server that enables LLMs to create and edit draw.io diagrams using high-lev…
N/A N/A
30240
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
30241
intellieffect
Agentic CMS Claim
Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…
N/A N/A
30242
inkbytefo
Provides real-time screen capture streaming in base64 format via WebSocket conn…
N/A N/A 95
30243
Justinandjohnson
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
N/A N/A
30244
kofi-sketch
MCP server for automatic detection and redaction of PII in text, with anonymiza…
N/A N/A
30245
boejucci
Enables natural language interactions with Salesforce data, metadata, and repor…
30246
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
30247
objones25
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
30248
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
N/A N/A
30249
fntyler
asdf Claim
N/A N/A 95
30250
szge
lol-wiki-mcp Claim
N/A N/A 95
Showing 30201–30250 of 61082 servers
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