MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39051
iflow-mcp
Enables fetching TradingView chart images by ticker and interval with browser p…
N/A N/A
39052
jrslyce
idelrpg Claim
Gamifies software development by allowing agents to create quests, track progre…
N/A N/A
39053
JWTseng
grok-mcp Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
N/A N/A 95
39054
dacast
mcp-server Claim
N/A N/A 95
39055
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
39056
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
39057
mwaight
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
N/A N/A
39058
srose69
Multi-agent continuous development system with local LLM orchestration.
N/A N/A
39059
bidouilles
MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
N/A N/A
39060
amerilain
vercel-mcp Claim
Enables management of Vercel projects, deployments, domains, environment variab…
39061
ragalgo
ragalgo-v3 Claim
N/A N/A 95
39062
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
39063
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
39064
explorium-ai
Enables access to live company and contact data from Explorium's AgentSource pl…
N/A N/A
39065
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
39066
hjanuschka
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
81
39067
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
N/A N/A 69
39068
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
39069
Bhargavi-hash
An MCP server that connects Claude Desktop to PoetryQuill's live Supabase datab…
39070
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
39071
mmer547
rag_mcp Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
N/A N/A
39072
mahmoud-nb
Structures AI conversations into hierarchical thread trees, replacing full hist…
N/A N/A
39073
furkankoykiran
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
39074
Divyansh-dev12
An MCP server that connects Claude and other MCP clients to Microsoft Power BI …
39075
marceliogreen
An MCP server for academic research combining local document search with Semant…
N/A N/A
39076
lveillard
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
N/A N/A
39077
belzorash
marketcal Claim
Provides correct trading day and settlement date calculations for multiple exch…
N/A N/A
39078
MarcinDudekDev
An MCP server that deterministically scores landing pages on conversion-critica…
N/A N/A
39079
trashchenkov
Generates images from text prompts using the Kandinsky neural network API, with…
N/A N/A
39080
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
N/A N/A
39081
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
39082
MarioMillet2b
Odoo MCP Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
39083
lahuman
mcp-variable Claim
Converts between Korean terminology and physical column names using a standard …
N/A N/A
39084
bekumar12
my-mcpserver Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
N/A N/A
39085
sourabhsurana06
An MCP server that combines SQL and RAG tools into a reasoning agent for answer…
N/A N/A
39086
isaganiesteron
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
N/A N/A
39087
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
39088
azmodeh
zt Claim
N/A N/A 95
39089
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
39090
SuperInstance
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
39091
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
39092
MiguelTVMS
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
39093
aminvishvam
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
N/A N/A
39094
dtwang
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
N/A N/A
39095
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ C…
39096
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
39097
pvsmark
Enables LLMs to query ODBC-accessible databases via DSN, supporting SQL, SPARQL…
N/A N/A
39098
seungdori
Provides deterministic, read-only design knowledge for AI coding agents to help…
N/A N/A
39099
anyakors
Enables searching for users, fetching papers, and exporting research data from …
39100
mattias242
Enables LLMs to read, search, and manage emails via IMAP with secure, read-only…
Showing 39051–39100 of 67181 servers
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