MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55451
telemetryflow
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
N/A N/A
55452
BitmapAsset
dear-agent Claim
Your AI agent keeps your diary for you. Local-first, private, works in any agen…
N/A N/A
55453
yakuphanycl
instinct Claim
Self-learning memory for AI coding agents. Observes tool sequences, user prefer…
N/A N/A 95
55454
s.piree
hotelai Claim
N/A N/A 95
55455
tothienbao6a0
Enables AI agents to extract design systems, analyze components, and maintain d…
N/A N/A
55456
oogdevs
clawtube-mcp Claim
Minimal MCP server for ClawTube — a small, auditable control plane for skills a…
N/A N/A 95
55457
wasim-development
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
N/A N/A
55458
sjhhh024-cmyk
Provides JavaScript reverse engineering capabilities including static analysis,…
N/A N/A
55459
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
55460
Birdiz
MCP Trello Claim
Enables Claude to interact with Trello boards, lists, cards, and labels through…
55461
reunionstudio
Airlock MCP Claim
Enables AI agents to install and bootstrap projects using Airlock Smith, a guid…
N/A N/A
55462
oscarcalvo
Enables querying Google Search Console data, including search analytics with ad…
55463
Magnazee
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
55464
sina-haseli
Enables an AI agent to manage Jira Stories in a self-hosted Jira instance via t…
55465
sapientsai
MCP server providing access to U.S. FDA public datasets including drugs, medica…
55466
miloudbelarebia
MCPSentry Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
55467
dqxorg
Enables AI assistants to read and write ArchiMate models stored in CoArchi XML …
N/A N/A
55468
CidLucas
Enables AI agents to execute tools securely with Docker isolation, tier-based p…
55469
ch998244353
Thread Contract is a local runtime contract layer for AI coding-agent threads. …
N/A N/A
55470
masahiro-999
MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to …
N/A N/A
55471
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
55472
DTG404
infra-mcp Claim
MCP server that gives Claude Code real-time visibility into local infrastructur…
N/A N/A
55473
sliday
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
55474
hercemer42
A configurable OAuth 2.0 authorization server and OAuth-protected MCP server fo…
55475
KohenAvocats
Provides OCR capabilities to LLMs via Google Cloud Vision, enabling reading of …
N/A N/A
55476
th1234th
Dev Team MCP Claim
Autonomous AI software development pipeline that transforms tickets into produc…
N/A N/A
55477
Conce-AI
v0-mcp-ts Claim
Bridge design and code seamlessly by generating UI components and layouts from …
N/A N/A 95
55478
BlueNacho
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
N/A N/A
55479
others-git
hypermnesia Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
55480
SupaKang
corpuskit Claim
Enables AI coding agents to search documentation and query constraints via MCP …
N/A N/A
55481
myheisenberg
Enables MySQL database operations through MCP, including executing SQL queries,…
55482
hidetaka-cci
A CircleCI MCP server specialized in config review, providing tools for fetchin…
55483 N/A N/A 95
55484
timaw513-emergenit
Enables AI assistants to interact with Salesforce orgs through natural language…
N/A N/A
55485
OAuthBringer
Enables task, project, section, label, and comment management via Todoist's API…
55486
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
N/A N/A
55487
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
55488
globalpocket
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
N/A N/A
55489
PeakProductivity
Consensus rankings for 75,000+ products across 2,600+ niches.
55490
alsaeed3
ft_mcp Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
N/A N/A
55491
KyoraIQ
Enables AI assistants to search and retrieve security, privacy, and AI-governan…
55492
HappyMonkeyAI
Provisions Google Analytics 4 for local AI/web projects by creating properties …
N/A N/A 95
55493
1OOyan
Enables AI assistants to store and retrieve long-term memories with semantic se…
N/A N/A
55494
0x-Professor
Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
N/A N/A
55495
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
55496
Trigv
@trigv/mcp Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
55497
willykeenan
claude-dials Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
55498
erhankeseli
An MCP server that gives AI assistants direct access to SAP HANA performance da…
55499
citw2
saihm-memory Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
55500
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
Showing 55451–55500 of 66495 servers