MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57151
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
57152
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
57153
Nomads-AI-Lab
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
57154
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
57155
Rhonstin
zerobyte-mcp Claim
Enables managing Zerobyte backups via MCP, including listing repositories, snap…
N/A N/A
57156
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
57157
moorjani-ajay
pointless Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
57158
tenova-labs
swt3-mcp Claim
Cryptographic AI governance and audit. 18 tools, 28 frameworks. EU AI Act, NIST…
57159
emqx
A Model Context Protocol server for AI agents to discover and control IoT devic…
57160
SkibidiHorneti1345
A robust MCP server that connects Spotify playback, search, and library managem…
57161
MagicLex
Enables LLMs to interact with Hopsworks for platform management, feature store …
57162
Harzva
Self-hosted MCP server that enables ChatGPT to access and operate on local proj…
N/A N/A
57163
eliottreich
MCP server for [TaskBounty](https://www.task-bounty.com). AI agents fix GitHub …
57164
wuruiqi
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
N/A N/A
57165
Alex5025
Converts between Markdown and Word documents using pandoc, with support for con…
N/A N/A
57166
private-technology
An MCP server for GitHub Copilot that enables reading and processing Excel work…
81
57167
Phemassa
copamind-mcp Claim
Enables interaction with the CopaMind platform via MCP, exposing read-only and …
N/A N/A
57168
henryurlo
fix-mcp Claim
MCP server for AI-assisted trading operations, enabling agents to diagnose and …
57169
elsahafy
Comprehensive MCP server for end-to-end UI development, offering tools to gener…
N/A N/A
57170
Poechant
Exposes 20 tools for project, media, render, and timeline control in DaVinci Re…
N/A N/A
57171
GPSxtreme
Provides futures market analytics (Open Interest, Liquidations, Long/Short Rati…
81
57172
Jame0077
Enables safe execution of Python code with AI assistance and integration with M…
N/A N/A
57173
pipeworx-io
data-utah Claim
Enables searching and querying Utah Open Data datasets via the Socrata SoQL API…
57174
vnikhilbuddhavarapu
A production-ready MCP server that connects AI assistants to any PostgreSQL dat…
57175
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
N/A N/A
57176
CSOAI-ORG
jwt-ai-mcp Claim
jwt-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57177
CseperkePapp
Validate design tokens for accessibility, scales, and design-system constraint …
N/A N/A
57178
lazymac2x
Cloudflare Workers MCP server: govdata-korea
57179
dongtang3
Mnemic Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
57180
Alkilo-do
Provider resolution for AI apps — search, rank, hold, confirm bookings across y…
N/A N/A
57181
kaael1
mcp-hubspot Claim
An MCP server that uses a browser extension to interact with HubSpot through th…
N/A N/A
57182
teobouancheau
A Model Context Protocol (MCP) server that gives AI assistants the ability to s…
57183
infraveilhq
A hardened, self-hosted MCP server that lets AI agents query and govern an Infr…
57184
mnemosics
Save AI conversations into your Worldku memory and recall them from any MCP cli…
57185
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
57186
DDDOH
Local MCP server that enables downloading papers from arXiv, OpenReview, INFORM…
N/A N/A
57187
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
57188
Voyagier-Travel
Voyagier Claim
Book real travel from your agent — flights, hotels & activities behind a price-…
N/A N/A
57189
sultanlive
VibeSEO Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
57190
WJS-WEB
A local MCP server for querying Chinese scientific literature from the CSL data…
N/A N/A
57191
dogeshitmeme
Dogeshit MCP Claim
Enables AI agents to trigger on-chain minting of $SHIT tokens via EIP-7702 dele…
57192
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
57193
wildfirechat
MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…
57194
CSOAI-ORG
Writing Assistant Ai tools for AI agents. Capabilities: generate headlines, sco…
N/A N/A
57195
Zxyy-mo
Enables safe repository inspection and Docker-sandboxed command execution via M…
57196
Webeyez MCP Claim 1
Webeyez MCP: Access UX session replays, conversion funnels, errors, and perform…
N/A N/A 81
57197
JiteshPL
grocery-mcp Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
N/A N/A
57198
iamvinitk
electron-mcp Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
N/A N/A
57199
islamulhaq2811
Windows-MCP Claim
Enables AI agents to interact with the Windows operating system, performing tas…
N/A N/A
57200
Modulos
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
Showing 57151–57200 of 67286 servers