MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32351
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64551
taejin5314
ikea-mcp Claim
Read-only MCP server for IKEA product search and in-store stock lookup.
64552
Yash-synergy
A simple MCP server that provides basic calculator operations such as add, subt…
N/A N/A
64553
jabbawocky
MCP server that drafts client proposals in your own voice. Save 2-3 of your win…
N/A N/A
64554
Geoffrey-Fang
Enables AI models to create and manage various types of diagrams (flowcharts, U…
N/A N/A
64555
aakarshitsharma06
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
N/A N/A
64556
darrenlopez
obsidian-mcp Claim
Enables MCP-compatible AI hosts to read, search, link, and write notes in a loc…
N/A N/A
64557
sudomichael
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 sec…
N/A N/A
64558
Quantweb3-com
Exposes NexusTrader's account, positions, market data, and trading capabilities…
N/A N/A
64559
JWTseng
grok-mcp Claim
Integrates Grok AI into Claude Code to enable real-time X/Twitter search and de…
N/A N/A 95
64560
amerilain
vercel-mcp Claim
Enables management of Vercel projects, deployments, domains, environment variab…
64561
dacast
mcp-server Claim
N/A N/A 95
64562
Amico1285
kaiten-mcp Claim
MCP server for Kaiten project management, providing 63 tools for managing cards…
64563
mwaight
MCP server for AI-controlled GPU VRAM management in ComfyUI, allowing Claude to…
N/A N/A
64564
jrslyce
idelrpg Claim
Gamifies software development by allowing agents to create quests, track progre…
N/A N/A
64565
iflow-mcp
Enables fetching TradingView chart images by ticker and interval with browser p…
N/A N/A
64566
ragalgo
ragalgo-v3 Claim
N/A N/A 95
64567
DataDawn-org
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
64568
er77
A powerful Model Context Protocol server that creates intelligent graph represe…
N/A N/A
64569
bidouilles
MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
N/A N/A
64570
srose69
Multi-agent continuous development system with local LLM orchestration.
N/A N/A
64571
takanorisuzuki
FastAPI implementation of MCP server that interacts with Nutanix Prism Central …
81
64572
hjanuschka
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
81
64573
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
64574
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
64575
explorium-ai
Enables access to live company and contact data from Explorium's AgentSource pl…
N/A N/A
64576
Bhargavi-hash
An MCP server that connects Claude Desktop to PoetryQuill's live Supabase datab…
64577
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
64578
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
64579
furkankoykiran
TypeScript MCP server for CoderLegion — connect AI agents (Claude, Cursor, Clin…
64580
belzorash
marketcal Claim
Provides correct trading day and settlement date calculations for multiple exch…
N/A N/A
64581
mmer547
rag_mcp Claim
Enables retrieval-augmented generation by allowing LLMs to search documents in …
N/A N/A
64582
Divyansh-dev12
An MCP server that connects Claude and other MCP clients to Microsoft Power BI …
64583
lveillard
Bidirectional chat bridge between Factorio and Claude Code via MCP protocol, en…
N/A N/A
64584
marceliogreen
An MCP server for academic research combining local document search with Semant…
N/A N/A
64585
trashchenkov
Generates images from text prompts using the Kandinsky neural network API, with…
N/A N/A
64586
mahmoud-nb
Structures AI conversations into hierarchical thread trees, replacing full hist…
N/A N/A
64587
MarcinDudekDev
An MCP server that deterministically scores landing pages on conversion-critica…
N/A N/A
64588
SuperInstance
Enables AI tools to interact with constraint theory tools for pitch snapping, m…
64589
sourabhsurana06
An MCP server that combines SQL and RAG tools into a reasoning agent for answer…
N/A N/A
64590
GetBlock-io
Enables querying blockchain data from Ethereum and Solana via GetBlock.io API, …
64591
azmodeh
zt Claim
N/A N/A 95
64592
MarioMillet2b
Odoo MCP Claim
An MCP server that connects to any Odoo 16+ database using existing credentials…
64593
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
64594
aminvishvam
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
N/A N/A
64595
bekumar12
my-mcpserver Claim
A production-ready template for developing Model Context Protocol (MCP) servers…
N/A N/A
64596
emzimmer
Provides access to Anthropic's AI models through the Model Context Protocol, en…
64597
isaganiesteron
Enables LLMs to interact with the Google Ads API through the Model Context Prot…
N/A N/A
64598
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
64599
MiguelTVMS
Exposes TP-Link Omada controller APIs to AI copilots, enabling listing of sites…
64600
ope-olatunji
Renders SVG to PNG so AI agents can see the SVG they generate.
N/A N/A
Showing 64551–64600 of 67291 servers