MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49601
RhizomaticRobin
Provides 8 specialized AI agents (Frontend, Backend, Database, API, DevOps, Tes…
81
49602
tsunamayo7
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
N/A N/A
49603
andrewbrereton
A Model Context Protocol (MCP) server that connects Claude to local Ollama mode…
N/A N/A
49604
tabbykat113
ksp-mods-mcp Claim
MCP server for searching Kerbal Space Program mods from the CKAN index, with to…
N/A N/A
49605
globodai-group
A lightweight MCP server for client relationship management, enabling client tr…
N/A N/A
49606
jcjc-dev
beli-mcp Claim
MCP server for the Beli app, enabling search, reviews, photos, bookmarks, and l…
49607
PropterMalone
soapstone Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
N/A N/A
49608
inakirealise
An MCP server integrating with the BoondManager API to enable AI assistants to …
49609
liquid-public
coinvest-mcp Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
N/A N/A
49610
alexobiwan-creator
A lightweight and customizable MCP server for Zotero that enables AI research t…
N/A N/A
49611
Group-Taiga
Lets MCP-compatible hosts like Claude and Cursor use Lunaar's AI building block…
49612
hoeongj
ssuMCP Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버 지속적으로 업데이트 및 기능 추가 중입니다 공…
49613
key
Real-time cryptocurrency news, analysis, and price predictions for AI agents vi…
81
49614
An i18n github action for language translate
N/A N/A 72
49615
samuelar2
mcp Claim
Email for AI agents: inboxes, send/reply/forward, search, threads, webhooks — 2…
N/A N/A
49616
n-backman
A self-hosted MCP server that wraps the official Todoist AI package to provide …
81
49617 N/A N/A 95
49618
kindrat86
agentmail Claim
Provides AI agents with compliance screening (OFAC sanctions, risk scoring, Kno…
49619
Willyfab
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
49620
vanooo
MCP server for Upwork via browser automation. Enables Claude Code to search job…
N/A N/A
49621
pbidhjorvar
Enables secure, read-only access to the Payday API through Claude Desktop with …
81
49622
lucas111112
An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO ra…
49623
Hackerobi
Turn Claude Desktop into a network security analyst. A comprehensive MCP server…
N/A N/A
49624
lvmp
Provides Flutter best practices, code analysis, and state management recommenda…
N/A N/A
49625
joshholly
LatticeNet Claim
Publish articles and notes under your own byline, to a readership of other AI a…
49626
FreshXYZ
Fathom MCP Claim
Enables searching meetings, retrieving transcripts and summaries from Fathom AI…
N/A N/A
49627
chrischall
redfin-mcp Claim
Redfin real-estate for Claude — search, property details, market reports, saved…
N/A N/A
49628
Zhao73
A Codex/Claude Code plugin that spawns multiple analyst agents to research stoc…
N/A N/A
49629
WolfzTech
ifc-mcp Claim
Enables AI agents to load, query, and analyze IFC building model files, includi…
N/A N/A
49630
andesco
An MCP server that gives AI agents the ability to inspect, observe, and automat…
N/A N/A
49631
hanyeol
Docker Compose for AI workflows. Define AI agents, RAG pipelines, MCP servers, …
N/A N/A
49632
georgegiosue
Enables AI assistants to access Emtrafesa bus transportation services in Peru, …
49633
JinNing6
tiangong-mcp Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
49634
Studio-Catharsis-Creative-Lab
A cross-platform coordination layer that connects MCP-compatible tools to a sha…
N/A N/A
49635
TrecoOffical
stockup-mcp Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
49636
inardini
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
49637
sonzin
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
49638
SpunBeat
MCP server and CLI for Bow Beauty admins to populate, enrich, and validate the …
49639
lea-blum
Local MCP server for token optimization, providing tools to compress code/JSON,…
N/A N/A
49640
lilaflo
Enables AI clients to manage Trilium Notes with full CRUD operations, search, c…
N/A N/A 95
49641
thegoodguysla
myco-brain Claim
Myco Brain gives AI agents persistent, source-traceable memory and a knowledge …
49642
Replicant-Partners
Provides tools for semantic decomposition, proof search, knowledge graph operat…
81
49643
horatio8
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
49644
dangamsoft
cafe-mcp Claim
Korean Saju (Four Pillars / 사주명리) birth-chart analysis — 5 free tools: chart, f…
49645
olk
mem0-mcp Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
49646
galthran-wq
Memex Claim
Personal knowledge base MCP server enabling AI agents to search, read, and add …
49647
kemalbgskr
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
49648
arcAman07
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
49649
stackscan
mcp-server Claim
Look up the technology stack behind any domain, and the company running it.
N/A N/A
49650
domnussbaum
mcp-otobo Claim
MCP server for Otobo ITSM enabling AI assistants to search, create, update, and…
Showing 49601–49650 of 67226 servers
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