MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 4 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40251
jobswithgpt
Search remote and onsite jobs through the public Corvi Careers MCP server.
81
40252
knethteo
Exposes the Tenable Identity Exposure (TIE) REST API as tools for LLM clients, …
40253
christophejlegros-lgtm
Enables AI assistants to query and control a bio-hybrid neuromorphic simulation…
40254
firasmj
A Model Context Protocol server that enables AI agents to programmatically crea…
N/A N/A
40255
aboomar26
A weather MCP server that geocodes city names and fetches live weather from Ope…
40256
svnstfns
A Model Context Protocol (MCP) server that enables AI assistants to manage True…
40257
zengzeruidd-a11y
A Model Context Protocol (MCP) server that wraps the Amap (高德地图) Web Service AP…
40258
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
40259
jktjj
jktjj-mcp Claim
MCP server for AI agent access to JKTJJ's structured BJJ data — gyms, coaches, …
40260
egtai
MCP-GMX-VMD Claim
Integrates GROMACS molecular dynamics simulations with VMD visualization, enabl…
N/A N/A
40261
honeybulr
etapa Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
81
40262
kevinmeyvaert
A reference server implementation for the Model Context Protocol that enables A…
81
40263
outerheaven199X
bags-sdk-mcp Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
N/A N/A
40264
maxoperf
maxoperf Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
40265
ageorgiev-bg
MCP-demo Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
N/A N/A
40266
librejustice
LibreJustice Claim
Search French and European case law and French legal texts (codes, statutes, tr…
40267
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
40268
puchkoff
cmux-mcp Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
N/A N/A
40269
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
40270
Automated-Intelligence
MCP server for querying a cross-referenced directory of evidence-based therapie…
N/A N/A
40271
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
40272
TravisAdsitt
Claude Halla Claim
Provides shared awareness for Claude Code sessions, allowing them to broadcast …
N/A N/A
40273
willianpinho
Read-only static scanner for MCP / agent-gateway production-readiness. The `sca…
N/A N/A
40274
NimbleBrainInc
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
40275
ripafratta
Bridges Claude Code/Cowork with Google NotebookLM for AI-powered research, sour…
N/A N/A
40276
brainfuel
MCP Browser Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
N/A N/A
40277
jegly
Box Claim
Private on-device AI suite for Android. Fork of Google AI Edge Gallery with lla…
N/A N/A
40278
kosh-jelly
Provides comprehensive read/write access to Word documents, including comments,…
N/A N/A
40279
BrunoPessoa22
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
81
40280
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
40281
SendAPI-co
Enables any MCP-compatible AI agent to send WhatsApp messages, SMS, OTP codes, …
40282
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
40283
v1truv1us
A Model Context Protocol server that provides Verbalized Sampling prompt templa…
40284
rmaher001
A selective, aggregation-first MCP server for InfluxDB v2 that bounds output an…
40285
radenaisa
mubdi Claim
N/A N/A 95
40286
cafferychen777
Enables AI assistants to deeply integrate with RStudio for environment manageme…
N/A N/A
40287
krishna-goje
Enables natural language interaction with AWS QuickSight for building, editing,…
N/A N/A
40288
Flyger1an
Find Nexez sellers, inspect offers, and validate checkout or negotiation before…
40289
inconcept
An MCP server for Bitbucket Cloud that enables managing pull requests, branches…
N/A N/A
40290
underground-district
Agent with a wallet? This place is built for you. Digital experiences made of w…
N/A N/A 95
40291
atnguyen143
Provides LLM-agnostic access to API documentation through MCP and REST endpoint…
81
40292
xinbenlv
mcpsq Claim
A simple MCP server to discover and manage MCP servers. Provides tools to find,…
40293
neoai-agent
ecs-mcp Claim
Monitor and analyze AWS ECS services, including service status, CloudWatch metr…
40294 N/A N/A 95
40295
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
40296
bitcompare
mcp-server Claim
Crypto yield data for AI agents: lending, savings, staking, borrowing & stablec…
40297
sergiudanstan
R MCP Server Claim
Enables AI assistants to execute R code, create visualizations, analyze data, a…
N/A N/A
40298
dhaseeb-proj
Enables AI agents to store and retrieve project context, bugs, decisions, and s…
N/A N/A
40299
7xuanlu
origin Claim
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pag…
N/A N/A
40300
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
Showing 40251–40300 of 67181 servers
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