MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46551
krmj22
macos-mcp Claim
Enables AI assistants to read, create, update, and delete data in macOS apps (R…
N/A N/A
46552
alvaroinckot
MCP server that exposes Moleculer.js microservice actions as AI tools, enabling…
46553
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
46554
calderbuild
Continuum Claim
An autonomous AI showrunner for serialized vertical micro-drama that generates …
N/A N/A
46555
petarnenov
Read and manage your Argulog error tracking data - issues, projects, alerts, re…
46556
wu-yu-pei
Enables two or more Claude Code terminals on the same machine to communicate by…
N/A N/A
46557
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
46558
kopiloto
Enables interacting with GitLab repositories, merge requests, and code through …
46559
emretheus
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
N/A N/A
46560
hostodo
Hostodo MCP Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
46561
borjanebbal
genomics-mcp Claim
Provides programmatic access to curated SNP data by trait, enabling LLM-powered…
N/A N/A
46562
Vollkorn-Games
Godot MCP Claim
An MCP server that gives AI assistants full control over the Godot game engine,…
N/A N/A
46563
jesslbrown
MCP server for scam-risk checks on job postings, recruiter emails, and company …
46564
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
46565
mikimatsub
swsd Claim
MCP server for SolarWinds Service Desk: tickets, knowledge base, and the servic…
N/A N/A
46566
Arshiyan-Elahi
Enables Claude to search jobs, manage proposals, messages, and contracts on Upw…
N/A N/A
46567
Yocoolab
Exposes Yocoolab design feedback threads, selections, and activity events as to…
46568
utsavagg2007
Enables drafting, formatting, analyzing, and publishing LinkedIn posts directly…
N/A N/A
46569
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
N/A N/A
46570
Lalopa
Enables Claude and other AI agents to query real-time construction management d…
46571
Tritlo
MCP server enabling Claude to consult Codex (GPT-5.x) mid-task for second opini…
N/A N/A
46572
johnhringiv
notes-mcp Claim
Remote MCP server that exposes a personal git repository of markdown notes to C…
46573
jsilvanus
skosmos-mcp Claim
Wraps the Skosmos REST API to enable AI assistants to browse, search, and trave…
46574
kohei25
An MCP server that downloads PDF files from URLs and converts them to Markdown …
N/A N/A
46575
pipeworx-io
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
46576
PerssonaOps
MCP server that lets AI agents control Perssona. It enables creating terminals,…
N/A N/A
46577
LeviReisJs
openi Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
46578
astralisone
Orchestrates Rive animations by enabling discovery, integration, and compositio…
46579
LovRanRan
Python symbol exploration for codebase onboarding agents.
N/A N/A
46580
Hitsteps
AI access to Hitsteps analytics, live visitors, uptime, goals, alerts, and chat…
46581
yi-john-huang
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
46582
DojoGenesis
mcp Claim
Practice library for coding agents: skill search/invoke, seed patches, scout, r…
N/A N/A 95
46583
benjimkh
A lightweight MCP server for GitHub with nine essential tools for reading files…
46584
wm-raajvamsy
An MCP server providing intelligent development assistance for WaveMaker React …
N/A N/A
46585
LucasLeguizamo
Enables agents to discover events, purchase tickets, and set reminders through …
46586
thamaraiselvam
A Model Context Protocol (MCP) server that connects AI assistants to Jira and C…
46587
yudh0802
whenwecan Claim
Enables scheduling polls for group chats to find common available times, with t…
46588
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
N/A N/A
46589
wdm0006
MCP server offering text analysis tools for writing improvement, including spel…
N/A N/A
46590
websfactory
Searches for children's programs at public facilities like libraries and cultur…
46591
willcassell
Scorched Claim
An MCP server that lets you talk to your AI trading assistant in plain English …
N/A N/A
46592
Divagnz
An MCP server for React Native development with Expo, offering automated code r…
N/A N/A
46593
OLGTX303
voxcpm-mcp Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
N/A N/A
46594
crude-code
An oil & gas data-analytics MCP server that enables guarded SQL queries, well v…
46595
adathouse
cdgmcp Claim
Exposes a Congress.gov-style legislative GraphQL API to MCP clients, enabling q…
46596
dar4datascience
Enables querying Eurostat data using natural language, powered by DuckDB for op…
46597
alezmad
claudemesh Claim
Enables Claude Code agents to communicate and share context across sessions via…
46598
godermai
Provides 11 tools for stock research, including search, market history, financi…
N/A N/A
46599
ranydone
Enables searching news, fetching top headlines, listing sources, and generating…
N/A N/A
46600
caron14
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
Showing 46551–46600 of 66518 servers
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