MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54601
FerroxLabs
TVControl Claim
MCP server that enables AI agents to control TradingView Desktop locally, perfo…
N/A N/A
54602
OwlinLight
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
54603
pipeworx-io
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
54604
arbyazra123
Enables AI assistants to access and manage an Indonesian stock market news pipe…
N/A N/A
54605
qihaze123
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
81
54606
pyonta0215
Provides tools to search books by keyword, retrieve books by author, and comput…
N/A N/A
54607
Schimmilab
pico-mcp Claim
Enables LLMs to control a PicoScope 5000A USB oscilloscope for signal generatio…
N/A N/A
54608
priyasogani8-star
A WhatsApp MCP server providing 32 tools for Claude, Cursor, and Windsurf, incl…
N/A N/A
54609
1shizaan
debugai-mcp Claim
MCP server for DebugAI. Browser sign-in, auto client setup, no key pasting.
N/A N/A
54610
Academic peer-review, research-gap finding, journal recommender, and article wr…
N/A N/A 69
54611
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
N/A N/A 95
54612
evmquery-com
evmquery-mcp Claim
Read any contract on any EVM chain through a single MCP endpoint. Ask question…
81
54613
DojoCodingLabs
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
N/A N/A
54614
Sophomoresty
MCP server for web search powered by Google AI Mode (Gemini). Enables any AI ag…
54615
FernandoSFT
MCP server for travel program search, comparison, and booking via Yourttoo API,…
N/A N/A
54616
mambalabsdev
Detects GTM hiring activity from company career pages via Greenhouse, Lever, As…
N/A N/A 83
54617
Fanfulla
An MCP server for real-time Italian railway data, enabling natural language que…
54618
mywhoosh-community
Enables seamless interaction with MyWhoosh API for managing workouts, training …
N/A N/A
54619
jmpijll
This MCP server provides tools to interact with FortiManager via JSON-RPC, but …
54620
3rdbrain
Provides AI model recommendations, cost estimates, and code templates directly …
54621
segentic-lab
glovebox-mcp Claim
A sandboxed computer-use MCP server that lets an AI agent drive a real browser …
N/A N/A
54622
M4F-S
Mnemosyne Claim
Provides persistent, graph-based memory for AI agents via MCP, enabling semanti…
N/A N/A
54623
AtefAndrus
An MCP server that wraps ripgrep to provide powerful text search, search-and-re…
N/A N/A
54624
HorizunGroup
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
N/A N/A
54625
itgoon
crm Claim
N/A N/A 95
54626
PETERGS27
yagames-mcp Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
54627
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
54628
SongLei75
Minimal MCP server exposing a single tool, run_date, to execute the local date …
N/A N/A
54629
creanlab
Measured share of answer for 20 SaaS brands. An open dataset, not an audit of y…
54630
acfstandard
acf-mcp Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
N/A N/A
54631
ejentum
ejentum-mcp Claim
MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
N/A N/A
54632
mbk-dev
okama MCP Claim
MCP (Model Context Protocol) server that exposes the okama investment portfolio…
54633
thoriphes
MCP server for TrueNAS Scale that enables AI assistants to manage storage pools…
54634
jungi0531
Enables querying employment rates by sector (agriculture, industry, services) f…
54635
yskale
Enables LLMs and AI agents to query a biomedical knowledge graph stored in Redi…
N/A N/A
54636 N/A N/A 95
54637
gimi-q
Read-only MCP server integrating with the Victron VRM API to monitor solar syst…
54638
fulcrum-governance
fulcrum Claim
AI governance MCP server for policy enforcement, cost control, and observabilit…
N/A N/A 83
54639
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
54640
janschachtschabel
MCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions…
54641
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
54642
marketing-6nqf
Furgonetka MCP Server to narzędzie, które łączy Twojego asystenta AI (np. Claud…
81
54643
pipeworx-io
Provides access to New Orleans open data (data.nola.gov) through the Socrata SO…
54644
junter1989k-ai
Kazakhstan payments for AI agents — cards (Freedom Pay) via Freedom Pay. Never …
54645
jaceryan5150
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
54646
axel-belfort
Crypto airdrop eligibility API for AI agents. Check any wallet's eligibility fo…
81
54647
hutusi
flomo-mcp Claim
Enables writing and managing notes to flomo via MCP. Provides tools for creatin…
N/A N/A
54648
marvennai
Connect AI agents to Marvenn for outbound growth via email, voice, and LinkedIn.
N/A N/A 90
54649
AIops-tools
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-se…
N/A N/A
54650
namearth5005
Manage Apple Reminders with natural language from any MCP client; supports addi…
N/A N/A
Showing 54601–54650 of 66502 servers