MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65251 |
MCP Finder and Installer
Claim
Discover and connect to Model Context Protocol servers effortlessly. Installati…
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| 65252 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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| 65253 |
formpaste
Claim
Create and wire up contact forms from your coding agent. Forms, snippets, and s…
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| 65254 |
feishu-reader
Claim
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
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| 65255 |
n8n Advisor
Claim
Enables AI assistants to review workflow status in n8n instances, including act…
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| 65256 |
mock-llm-mcp
Claim
MCP server to mock OpenAI, Anthropic, and Google Gemini responses for testing A…
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| 65257 |
Homey MCP Server
Claim
Enables AI agents to control Homey smart home devices, trigger flows, and query…
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| 65258 |
Mine Market MCP Server
Claim
This MCP server allows searching mining projects, tenements, and mineral proper…
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| 65259 |
WhisperGraph
Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
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| 65260 |
quantaseal
Claim
Quantum-safe vault, encryption & compliance for AI agents. NIST FIPS 203/204 ML…
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| 65261 |
vault-mcp-server
Claim
Turns any folder of Markdown files into a searchable, structured knowledge base…
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| 65262 |
Tend
Claim
Your own network — goals, commitments and interaction history — read-only, from…
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| 65263 |
AgentOverflow
Claim
A token-optimized documentation and Q&A registry for AI agents, providing dense…
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| 65264 |
EdgeFinder
Claim
CLI and MCP server for EdgeFinder sports analysis. Get AI-powered NFL, NBA, and…
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| 65265 |
FastBound MCP
Claim
Enables natural language interaction with FastBound's firearms Acquisition & Di…
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| 65266 |
bizdays
Claim
Business-day & public-holiday calculations for 200+ countries (add/count workin…
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| 65267 |
Ordinal-MCP
Claim
Implements a structured communication bus that allows AI agents to send 'oracle…
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| 65268 |
mcp-server
Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
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| 65269 |
fanfou-mcp
Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
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| 65270 |
markdown-ai-mcp
Claim
markdown-ai-mcp MCP server by MEOK AI Labs
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| 65271 |
Canvas
Claim
Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …
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| 65272 |
agent-mosaic-skill
Claim
Convert photos to LEGO-style brick mosaic previews with AI-powered color quanti…
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| 65273 |
rootcause-mcp
Claim
Enables AI agents to perform structured root cause analysis from clinical incid…
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| 65274 |
webcal-mcp
Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
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| 65275 |
organizze-mcp
Claim
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| 65276 |
claude-remind-mcp
Claim
Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…
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| 65277 |
Nepal payments for AI agents — Khalti wallet via Khalti. Never holds funds.
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| 65278 |
playwriter
Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
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| 65279 |
MCP CNES
Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
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| 65280 |
OneNote MCP Server
Claim
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
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| 65281 |
mcp-test
Claim
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| 65282 |
Trello Task Manager MCP
Claim
Integrates with Trello to manage tasks and cards with features like creating, u…
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| 65283 |
Your strength-training data for any AI assistant: workouts, progress, muscle vo…
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| 65284 |
Search Federal Acquisition Regulations (FAR) for government contracting.
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| 65285 |
patternfetch
Claim
Crypto ticker+timeframe → token-compact market-state brief. MCP server, one-cli…
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| 65286 |
Firewalla MCP Server
Claim
Enables interaction with Firewalla network security devices for network monitor…
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| 65287 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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| 65288 |
deckbase
Claim
Turn any study material into flashcards by chatting with AI. Paste notes, URLs,…
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| 65289 |
An MCP server that enables AI image editing and generation using the GPT Image …
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| 65290 |
Where's My DB?
Claim
A Claude skill + MCP server that tells you how Deutsche Bahn delays will affect…
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| 65291 |
coinapi-mcp-server
Claim
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| 65292 |
mcp
Claim
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| 65293 |
Allora MCP Server
Claim
Enables AI systems to fetch machine learning inferences and prediction market d…
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| 65294 |
mcp-compliance-validator
Claim
A comprehensive security validation system for MCP server implementations, prov…
|
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| 65295 |
@bingeljell/lead-gen-mcp
Claim
Enables AI-assisted B2B lead generation by discovering, extracting, scoring, an…
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| 65296 |
Lanten MCP Server
Claim
Connects AI assistants to the Lanten property management API, allowing them to …
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| 65297 |
AiAkiv Memory
Claim
Shared long-term memory for AI agents: save and recall context as a searchable …
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| 65298 |
Gmail MCP Server
Claim
Enables AI agents to search, read, send, and organize Gmail emails via MCP prot…
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| 65299 |
VS2908
Claim
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| 65300 |
Lazy Ads
Claim
Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…
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