MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58501 |
metalift
Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
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| 58502 |
meridian-mcp
Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
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| 58503 |
Betaflight MCP
Claim
Enables AI assistants to control Betaflight flight controllers over serial via …
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| 58504 |
jusbrasil-mcp
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Search Brazilian jurisprudence on JusBrasil in natural language and retrieve fo…
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| 58505 |
canvas-lms
Claim
MCP server for Canvas LMS with automatic OAuth authentication. Enables interact…
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| 58506 |
Targetprocess MCP Server
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Enables AI assistants to interact with Targetprocess for search, create, update…
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| 58507 |
nd-quirks
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An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 58508 |
vibefix-mcp
Claim
Your AI built it. It broke. Post the bug, a real developer fixes it.
VibeFix i…
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| 58509 |
BioQC-MCP
Claim
A professional MCP server for comprehensive bioinformatics quality control, pro…
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| 58510 |
mcp-server-deel
Claim
A production-quality MCP server for the Deel API that enables managing global H…
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| 58511 |
Enables interaction with WhatsApp through the Uazapi API, allowing users to sen…
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| 58512 |
pob-mcp
Claim
MCP server for Path of Building that enables querying and managing PoB builds a…
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| 58513 |
Proxima
Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
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| 58514 |
ratings
Claim
Independent quality ratings for MPP services on Tempo. Query scores, get AI-pow…
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| 58515 |
freshtrack
Claim
USDA food shelf-life database, food safety, storage tips, food waste cost calcu…
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| 58516 |
Librarian MCP
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A Model Context Protocol server providing pre-curated canonical memory, prose/c…
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| 58517 |
caelian
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Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 58518 |
LLM Usage & Cost Tracker
Claim
A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. C…
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| 58519 |
@formegifts/mcp
Claim
MCP server for the forme.gifts wishlist app that enables managing wishlists and…
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| 58520 |
music-assistant-mcp
Claim
Enables AI assistants to control Music Assistant for music search, library brow…
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| 58521 |
SoManyLemons MCP
Claim
AI-powered content marketing MCP server for creating branded video reels, Linke…
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| 58522 |
Vee3
Claim
Vee3 connects coding agents to a hosted catalog of live data and action tools t…
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| 58523 |
CashClaw GHL MCP
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An MCP server for GoHighLevel with 82 live-tested tools, enabling CRM operation…
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| 58524 |
Salesforce MCP Server
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Enables natural language interaction with Salesforce for data operations, schem…
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| 58525 |
AWS Security MCP Server
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Enables management and analysis of AWS security groups, S3 buckets, and VPC con…
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| 58526 |
Codex Conductor
Claim
An MCP server that allows AI agents to monitor and interact with Codex sessions…
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| 58527 |
betting-brain-v3
Claim
Provides betting intelligence and analytics tools including exposure, CLV, shar…
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| 58528 |
basis
Claim
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| 58529 |
Poetry MCP Server
Claim
Manages poetry catalogs with state-based tracking, thematic connections via nex…
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| 58530 |
mcp
Claim
Search and vet SEC-registered financial advisors: profiles, disclosures, firm f…
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| 58531 |
mcp-chzzk
Claim
Enables querying the Chzzk live-streaming platform for channels, live broadcast…
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| 58532 |
Enables LLMs to query Zilliqa validator node metrics including stake, earnings,…
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| 58533 |
Markdown to HTML converter API for AI agents. Convert Markdown to clean HTML wi…
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| 58534 |
mc-mod-mcp
Claim
Provides grounded answers for writing Minecraft mods, targeting 1.8.9 and 1.21.…
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| 58535 |
osa-mcp
Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
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| 58536 |
habitat
Claim
A habitat for AI — rest without purpose. No API key, no token. Ambient: non-aut…
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| 58537 |
wunder-user-mcp
Claim
An MCP server that exposes the Wunder Mobility v2 end-user API as tools, enabli…
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| 58538 |
A Model Context Protocol server that analyzes customer cancellation survey data…
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| 58539 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
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| 58540 |
Metro Quadrado
Claim
Preço do m² por bairro em 6 cidades de Santa Catarina, Brasil. Dados abertos do…
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| 58541 |
mcp-micro-tools
Claim
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
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| 58542 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
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| 58543 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
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| 58544 |
stm32-mcp
Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
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| 58545 |
AgentLinkOps
Claim
Backlink monitoring with dated fetch evidence; checks and change events continu…
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| 58546 |
aya-registry
Claim
Search 367k+ verified businesses; earn cashback when an agent routes a real pur…
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| 58547 |
x402watch
Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
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| 58548 |
mascope-mcp
Claim
World MiniApp reviews and analytics — verified human ratings via World ID
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| 58549 |
unityxclaude
Claim
A local MCP server for Unity Editor that provides 20 editor tools to control sc…
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| 58550 |
callwright
Claim
Self-hosted MCP voice agent that places phone calls on your behalf via Retell.
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