MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63001
opendata-kr
Wraps the Korean Public Procurement Service's bid award information API, enabli…
63002
manofsadness
ItchWPMCP Claim
Local MCP server for Codex/Claude to query and edit WordPress content through t…
63003
tanush-yadav
Enables LLMs to extract YouTube video transcripts with timestamps, metadata, an…
N/A N/A
63004
PedroUrday
Enables executing SQL queries against a MySQL database via MCP, returning resul…
63005
tomeraitz
Enables Claude Code to pause and ask questions via Slack, and allows running Cl…
N/A N/A
63006
huss-mo
GroundMemory Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
63007
songcaiya
Provides comprehensive computer control capabilities including mouse and keyboa…
N/A N/A
63008
fastmcp-me
mcp-grep Claim
A grep server implementation that exposes grep functionality through the Model …
N/A N/A
63009
MikeyBeez
A lightweight MCP server for intelligent, non-invasive analysis of Obsidian vau…
N/A N/A
63010
keigoly
An MCP server that splits PDFs by chapters/sections and reads them in Claude-fr…
N/A N/A 95
63011
dbshadow
Enables management and control of OpenWrt devices via a simple API, including r…
63012
Bluesun-Networks
contacts-mcp Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
N/A N/A
63013
AojdevStudio
Private remote HTTP MCP server that provides a unified endpoint to interact wit…
63014
farukalpay
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
N/A N/A
63015
rc4l
Enables AI assistants to interact with the Zandronum game engine for developmen…
N/A N/A
63016
mplogas
Enables chip-level firmware extraction and analysis for BK7231 family IoT devic…
N/A N/A
63017
bitcard1-art
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
63018
cerase-ai
Enables web search and deep multi-source research for Cerase agents via LiteLLM…
63019
bsaajith-droid
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
63020
titulus
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
N/A N/A
63021
cykj40
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
N/A N/A
63022
Jongbin-kr
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
N/A N/A
63023
cskwork
Provides educational US market analysis by combining exchange rates, stock snap…
63024
benzin8
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
N/A N/A
63025
MyAI4
Provides AI coding agents with persistent, traceable memory across projects by …
N/A N/A
63026
Rachidhssin
A secure MCP server that gives AI coding assistants direct access to the shadcn…
N/A N/A
63027
chrishayuk
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
63028
okx-wallet-H
Unified MCP console for OKX's full ecosystem, integrating CEX, onchain, predict…
63029
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
63030
pipeworx-io
mcp-feeds Claim
Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories…
63031
bagasta
A production-ready MCP server with demo tools (calculator, web search, web fetc…
63032
bolin8017
gmap Claim
Enables resolving places from URLs or text, confirming candidates, and saving t…
N/A N/A
63033
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
63034
shuolol
Sellfox MCP Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
63035
2799662352
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
N/A N/A
63036
JEFF7712
nix-agent Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
N/A N/A
63037
abhinav7895
Inspect, manage, debug, and run commands on connected Android devices and emula…
N/A N/A
63038
jackccrawford
Geniuz Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
N/A N/A
63039
Voxos-ai-Inc
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
63040
2captcha
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
N/A N/A
63041
EternityG2
A weather query MCP server based on FastMCP, supporting Chinese city names and …
63042
mdvaleed7
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
N/A N/A
63043
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
63044
dsouzaAnush
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
N/A N/A
63045
spica-engine
MCP server that enables AI agents to interact with Spica servers, managing data…
N/A N/A
63046
gabrielfroes
A sample MCP server that provides weather alerts and forecasts using the Nation…
63047
caoshuo594
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
N/A N/A
63048
Saenai
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
N/A N/A
63049
paulaigue
Provides read-only access to Trading 212 accounts, enabling AI assistants to re…
63050
Ashraf2hub
Enables AI agents to create, manage, and download 3D models, textures, images, …
Showing 63001–63050 of 67291 servers