MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55901
bcdxc
Provides image understanding capabilities to coding models without vision suppo…
81
55902
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
55903
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
55904
Akarda
A proxy server that intercepts and filters content-heavy responses from chrome-…
N/A N/A
55905
heAdz0r
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
55906
ordercore-mcp Claim 1
Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent …
N/A N/A 69
55907
kesugwa
weather-mcp Claim
N/A N/A 95
55908
kurcontko
Mnemotree Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
55909
php-workx
Local, read-only Modal context for coding agents. Enables agents to inspect Mod…
N/A N/A
55910
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
55911
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
55912
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
55913
tenova-labs
swt3-mcp Claim
Cryptographic AI governance and audit. 18 tools, 28 frameworks. EU AI Act, NIST…
55914
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
55915
Nomads-AI-Lab
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
55916
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
55917
Rhonstin
zerobyte-mcp Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
N/A N/A
55918
SkibidiHorneti1345
A robust MCP server that connects Spotify playback, search, and library managem…
55919
Harzva
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
N/A N/A
55920
valuein
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
55921
emqx
A Model Context Protocol server for AI agents to discover and control IoT devic…
55922
eliottreich
MCP server for [TaskBounty](https://www.task-bounty.com). AI agents fix GitHub …
55923
MagicLex
Enables LLMs to interact with Hopsworks for platform management, feature store …
55924
Alex5025
Converts between Markdown and Word documents using pandoc, with support for con…
N/A N/A
55925
wuruiqi
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
N/A N/A
55926
henryurlo
fix-mcp Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
55927
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
N/A N/A
55928
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
81
55929
culturecreates
Artsdata Claim
Search Artsdata for authoritative data on Canadian events, artists, organizatio…
55930
private-technology
An MCP server for GitHub Copilot that enables reading and processing Excel work…
81
55931
Phemassa
copamind-mcp Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
N/A N/A
55932
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
N/A N/A
55933
CseperkePapp
Validate design tokens for accessibility, scales, and design-system constraint …
N/A N/A
55934
AllRates-Today
Official central-bank & tax-authority rates from 100+ sources. No API key neede…
N/A N/A
55935
pipeworx-io
data-utah Claim
Enables searching and querying Utah Open Data datasets via the Socrata SoQL API…
55936
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
N/A N/A
55937
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
N/A N/A
55938
Jame0077
Enables safe execution of Python code with AI assistance and integration with M…
N/A N/A
55939
vnikhilbuddhavarapu
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
55940
githits-com
GitHits Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
55941
lazymac2x
Cloudflare Workers MCP server: govdata-korea
55942
Alkilo-do
Provider resolution for AI apps — search, rank, hold, confirm bookings across y…
N/A N/A
55943
dongtang3
Mnemic Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
55944
kaael1
mcp-hubspot Claim
An MCP server that uses a browser extension to interact with HubSpot through th…
N/A N/A
55945
teobouancheau
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
55946
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
55947
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
55948
infraveilhq
A hardened, self-hosted MCP server that lets AI agents query and govern an Infr…
55949
DDDOH
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
N/A N/A
55950
mnemosics
Save AI conversations into your Worldku memory and recall them from any MCP cli…
Showing 55901–55950 of 67286 servers