MCP Server Quality Scores

Independent quality analysis of 64698 public MCP servers

64698
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34351
lisearantes
Enables interaction with Azure DevOps Boards through the Model Context Protocol…
81
34352
EdwinIN01
Provides RAG-based knowledge retrieval and document management as MCP tools, su…
N/A N/A
34353
AssemblyJustin
Assembly MCP Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
N/A N/A
34354
kemalbgskr
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
34355
7ossamfarid
mcp-mindmesh Claim
Manages multiple Claude 3.7 Sonnet instances in a quantum-inspired swarm to pro…
34356
sharziki
keyper Claim
Encrypts and stores API keys and environment variables locally, providing them …
N/A N/A
34357
Matthew7727
monzo-mcp Claim
Enables AI assistants to interact with Monzo bank accounts, including checking …
N/A N/A
34358
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
34359
taiyofujiwara
Middleware that converts existing APIs/DBs into MCP tools with secure credentia…
34360
atomlong
mcp-searxng Claim
An MCP server that integrates the SearXNG API for web search and URL content ex…
34361
Abba-Baba
An MCP server providing 46 tools for A2A commerce discovery, agent orchestratio…
34362
Anujsup
Enables AI assistants to interact with Milkbasket for grocery shopping, includi…
N/A N/A
34363
kabirrajsingh
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
34364
liert
pwndbg-mcp Claim
Enables AI agents to control pwndbg for collaborative debugging with real-time …
N/A N/A
34365
TheMossConcept
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
N/A N/A
34366
jjsmackay
A dockerised, self-hostable host that runs an Obsidian vault headlessly and ser…
34367
AppFreeticket
Exposes FreeTicket's B2B domain (events, sales, tickets, etc.) as tools for MCP…
34368
gprot42
Grok plugin for deploying and managing Google Cloud Run services via MCP tools,…
34369
Baadr-IA
This MCP server demonstrates end-to-end Auth0 authentication, validating JWT to…
34370
bbarney7
An MCP server wrapping the Cursor CLI agent, enabling Claude Code and other MCP…
N/A N/A
34371
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
34372
zicojiao
Enables reading and searching ZIM files for offline reference content like Wiki…
N/A N/A
34373
Meshach22
A custom MCP server that gives Claude Desktop direct access to a SQLite databas…
N/A N/A
34374
wenit
基于Node.js的MySQL MCP服务器,支持通过MCP协议安全操作MySQL数据库。
34375
gabrielmahia
afya-mcp Claim
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
N/A N/A
34376
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
34377
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
34378
pete-builds
mcp-umphreys Claim
Enables querying Umphrey's McGee setlist data including shows, songs, jam chart…
34379
iFurySt
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
N/A N/A
34380
universal-mcp
Provides a standardized interface for interacting with GitHub's tools and servi…
34381
sandeepmallareddy
A Model Context Protocol server that enables Claude to fully manage Google Cale…
N/A N/A
34382
atoncooper
auto-om Claim
A comprehensive MCP server for Linux automation operations management, providin…
34383
c0x12c
@uselink/mcp Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
34384
AnuwatThisuka
edgemem Claim
Filesystem-native agent memory for Claude Code, enabling persistent team contex…
34385
ozp
yfinance Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Yah…
34386
raj123ritesh-ai
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
34387
Shubhaankar-Sharma
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
34388
KEY60228
Enables MCP clients to access and read mdbook documentation, including structur…
N/A N/A
34389
Desmond-Labs
Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support …
N/A N/A
34390
markswendsen-code
MCP server connector for YouTube — search videos, manage playlists, subscriptio…
N/A N/A
34391
sikienzl
Self-hosted MCP server using Ollama for local AI-powered code analysis, refacto…
N/A N/A
34392
Biaogo94
Converts civil time to true solar time and audits whether civil and solar times…
34393
vaibuep
Bridges Motion's API with LLMs like Claude and ChatGPT via the Model Context Pr…
34394
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
N/A N/A
34395
codemind-ai
CodeMind Claim
An AI Security Guardian MCP server that provides real-time vulnerability scanni…
N/A N/A
34396
ArchChuan
yinxiang-mcp Claim
非官方印象笔记MCP服务器,支持笔记本、原生超级笔记、原始ENML和资源附件操作。
N/A N/A
34397
khangte
Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, ea…
34398
bauneAustin
aseprite_mcp Claim
Enables AI sprite generation and semantic tools for Aseprite, allowing LLMs to …
N/A N/A
34399
SlideSpeak
An MCP server that feeds AI agents your brand's real logos, colors, fonts, and …
34400
cainmaila
Enables AI assistants to delegate complex tasks to the local Gemini CLI, return…
N/A N/A
Showing 34351–34400 of 64698 servers
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