MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46451
yabur
Provides MCP tools to interact with Databricks SQL warehouses, enabling metadat…
46452
Monasik
An external MCP server for diagnosing Minecraft servers via backup analysis, lo…
N/A N/A
46453
agentcentral-to
Hosted Amazon Seller Central and Amazon Ads MCP server for Claude, ChatGPT, and…
46454
notgate
dnSpy-MCP Claim
A Model Context Protocol server for static .NET assembly analysis, offering dec…
N/A N/A
46455
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
46456
Skhaaall
CodeGuard Claim
MCP server that analyzes TypeScript/Prisma projects, builds dependency graphs, …
N/A N/A
46457
ephrin
Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.
N/A N/A
46458
or2ooo
MCP server for the Bitbucket Cloud REST API v2.0, providing 32 tools across 5 t…
46459
mathiaschu
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
N/A N/A 95
46460
LikhinMN
Algo-MCP Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
46461
jlg-formation
Read-only MCP server for Gmail that enables searching threads, reading messages…
N/A N/A
46462
CSOAI-ORG
String Utils Ai tools for AI agents. Capabilities: slugify, camel to snake, tru…
N/A N/A 95
46463
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
46464
jaceryan5150
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
46465
roicai
Enables AI assistants to access stock prices, financial statements, earnings ca…
46466
pipeworx-io
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
46467
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
81
46468
junter1989k-ai
Kazakhstan payments for AI agents — cards (Freedom Pay) via Freedom Pay. Never …
46469
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
46470
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
46471
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
46472
fulcrum-governance
fulcrum Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
N/A N/A 83
46473
gimi-q
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
46474 N/A N/A 95
46475
yskale
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
N/A N/A
46476
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
46477
thoriphes
MCP server for TrueNAS Scale that enables AI assistants to manage storage pools…
46478
mbk-dev
okama MCP Claim
MCP (Model Context Protocol) server that exposes the okama investment portfolio…
46479
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
N/A N/A
46480
acfstandard
acf-mcp Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
N/A N/A
46481
creanlab
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
46482
SongLei75
Minimal MCP server exposing a single tool, run_date, to execute the local date …
N/A N/A
46483
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
81
46484
Academic peer-review, research-gap finding, journal recommender, and article wr…
N/A N/A 69
46485
1shizaan
debugai-mcp Claim
MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
N/A N/A
46486
priyasogani8-star
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
N/A N/A
46487
Schimmilab
pico-mcp Claim
Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
N/A N/A
46488
pyonta0215
Provides tools to search books by keyword, retrieve books by author, and comput…
N/A N/A
46489
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
81
46490
arbyazra123
Enables AI assistants to access and manage an Indonesian stock market news pipe…
N/A N/A
46491
pipeworx-io
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
46492
FerroxLabs
TVControl Claim
MCP server that enables AI agents to control TradingView Desktop locally, perfo…
N/A N/A
46493
Gnaneshwar-ux
Enables secure SSH and Oracle DB operations with persistent sessions, audit log…
N/A N/A
46494
deak-ai
Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
46495
biswajitpanday
Provides real-time date and time information to AI assistants via the Model Con…
46496
getappniche
mcp Claim
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, r…
46497
mfdaves
okf-mcp Claim
A project-agnostic Open Knowledge Format MCP server that indexes Markdown conce…
N/A N/A
46498
duyngo91
Enables analysis of Karate framework feature files, extracting dependencies and…
N/A N/A
46499
anastasiakrause
Provides intelligent weekly schedule analysis from Google Calendar, including d…
N/A N/A
46500
ruchit
mcpgsc Claim
N/A N/A 95
Showing 46451–46500 of 66518 servers
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