MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48451
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
48452
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
48453
Akarda
A proxy server that intercepts and filters content-heavy responses from chrome-…
N/A N/A
48454
heAdz0r
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
48455
ordercore-mcp Claim 1
Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent …
N/A N/A 69
48456
kesugwa
weather-mcp Claim
N/A N/A 95
48457
kurcontko
Mnemotree Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
48458
php-workx
Local, read-only Modal context for coding agents. Enables agents to inspect Mod…
N/A N/A
48459
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
48460
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
48461
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
48462
tenova-labs
swt3-mcp Claim
Cryptographic AI governance and audit. 18 tools, 28 frameworks. EU AI Act, NIST…
48463
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
48464
Nomads-AI-Lab
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
48465
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
48466
Rhonstin
zerobyte-mcp Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
N/A N/A
48467
SkibidiHorneti1345
A robust MCP server that connects Spotify playback, search, and library managem…
48468
Harzva
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
N/A N/A
48469
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
48470
emqx
A Model Context Protocol server for AI agents to discover and control IoT devic…
48471
eliottreich
MCP server for [TaskBounty](https://www.task-bounty.com). AI agents fix GitHub …
48472
MagicLex
Enables LLMs to interact with Hopsworks for platform management, feature store …
48473
Alex5025
Converts between Markdown and Word documents using pandoc, with support for con…
N/A N/A
48474
wuruiqi
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
N/A N/A
48475
henryurlo
fix-mcp Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
48476
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
N/A N/A
48477
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
81
48478
culturecreates
Artsdata Claim
Search Artsdata for authoritative data on Canadian events, artists, organizatio…
48479
private-technology
An MCP server for GitHub Copilot that enables reading and processing Excel work…
81
48480
Phemassa
copamind-mcp Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
N/A N/A
48481
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
N/A N/A
48482
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A 83
48483
truss-security
Query Truss threat intelligence via hosted MCP (OAuth). Growth+ plans.
48484
tushariitr-19
MCP server for US immigration guidance — live Visa Bulletin, priority date chec…
N/A N/A
48485
nitrofire-q
Gread Claim
Gives your AI access to the source code of all public github repos. - Plug and…
48486
dejo1307
enola Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
N/A N/A
48487
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
48488
mjbf5g7y8m-byte
Duami Claim
Swiss intent exchange for AI agents: wants/offers, match, bid, confirm. Free. N…
48489
ryanbihai
Register, discover, message, and transact with other AI agents on the OceanBus …
N/A N/A
48490
ArchieAngelBeWithUs-prog
operandi Claim
Grounded, safety-checked appliance operation packages for robots and agents. Ze…
N/A N/A
48491
curetcore
karrito-mcp Claim
MCP server for Karrito - the digital catalog builder for WhatsApp sellers in LA…
48492
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
48493
zerolatency
Persistent memory MCP server for AI agents — hybrid semantic recall, multi-agen…
81
48494
barckley75
Connects DaVinci Resolve Studio to Claude AI via the Model Context Protocol, en…
N/A N/A
48495
lxxmng
Plan optimal container & truck loads: 3D layouts, right-size the container mix,…
48496
CodesWhat
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
N/A N/A
48497
iceycn
Enables AI assistants to manage Juejin articles directly via natural language, …
48498
HoverNotes
MotiBlog Claim
Agent-first SEO research and publishing: competitors, SERPs, internal links, an…
48499
Bellasabaja
Enables managing a personal quote collection with add, search, random, delete, …
N/A N/A
48500
appfigures
Appfigures Claim
Access your app analytics, ASO tools, and app market intelligence with Appfigur…
N/A N/A
Showing 48451–48500 of 67226 servers
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