MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41351 |
Connects AI assistants to Turbot Guardrails for natural language exploration, a…
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| 41352 |
Brazil NFS-e service invoices for AI agents via Focus NFe and NFe.io. Stateless…
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| 41353 |
An MCP server that monitors 12 Australian SMB intelligence sources to analyze m…
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| 41354 |
Amplitude MCP Server
Claim
Enables AI assistants to query and segment event data from Amplitude Analytics …
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| 41355 |
TraceHunt MCP Server
Claim
Enables username reconnaissance across 480+ platforms, generating HTML reports …
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| 41356 |
Canvas MCP
Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
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| 41357 |
GPT Proxy MCP Server
Claim
MCP server that proxies GPT API calls for Claude Code, supporting multiple GPT …
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| 41358 |
Enables real-time internet searches via DuckDuckGo Lite with automatic retry, s…
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| 41359 |
mcp-server
Claim
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| 41360 |
qq-bot-sender-mcp
Claim
Enables sending text, Markdown, images, and files to individual QQ contacts via…
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| 41361 |
basic-mcp-server
Claim
A demonstration MCP server using FastMCP and streamable-http transport. It prov…
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| 41362 |
bkjlkjkljlk
Claim
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| 41363 |
Hecatoncheire MCP
Claim
Multi-agent continuous development system with local LLM orchestration.
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| 41364 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 41365 |
origin
Claim
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pag…
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| 41366 |
Hermes Blockchain Oracle
Claim
An MCP server that connects Hermes Agent to the Solana blockchain, enabling nat…
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| 41367 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
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| 41368 |
suna11
Claim
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| 41369 |
MCP Server for Database
Claim
A read-only MCP server that enables AI agents to explore database schemas and e…
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| 41370 |
splitwise-mcp
Claim
An MCP server for Splitwise that lets you manage expenses, balances, settlement…
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| 41371 |
hermes-computer-use
Claim
Pixel-level browser automation MCP server that drives a real Chrome browser usi…
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| 41372 |
CodeGrok MCP
Claim
Enables semantic code search for AI assistants by indexing codebases with embed…
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| 41373 |
mcp-gsuite
Claim
server for google
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| 41374 |
Wellness CGM MCP
Claim
Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via…
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| 41375 |
MCP-EXP
Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
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| 41376 |
falcon-mcp
Claim
Connects AI agents with the CrowdStrike Falcon platform to programmatically acc…
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| 41377 |
peek
Claim
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding ag…
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| 41378 |
toolvend
Claim
DNS, RDAP, LEI/KYB, DMARC/SPF, sitemaps, web extraction, VAT, QR. Paid per call…
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| 41379 |
ai-persona
Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
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| 41380 |
Enables AI assistants to deploy and manage static websites through a self-hoste…
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| 41381 |
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
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| 41382 |
whoop-mcp
Claim
Full read + write access to your Whoop fitness data via the private iOS API. 48…
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| 41383 |
amp-mcp-server
Claim
MCP server that wraps CubeCoders AMP to list, inspect, and control game-server …
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| 41384 |
mcp-sandbox
Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
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| 41385 |
OpenContext
Claim
Enables querying open data platforms like CKAN via natural language. Provides a…
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| 41386 |
actual-mcp
Claim
Enables agents to read and edit budgets in Actual Budget via natural language, …
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| 41387 |
Uniswap MCP Server
Claim
Exposes Uniswap V2 and V3 on-chain data and swap execution as MCP tools, resour…
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| 41388 |
Ghostrouter
Claim
Search the live web to retrieve up-to-date information and bypass knowledge cut…
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| 41389 |
MCP File System Server
Claim
A secure, sandboxed file system server that enables reading, writing, searching…
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| 41390 |
queryshield
Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
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| 41391 |
Sentor
Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
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| 41392 |
ETABS MCP Server
Claim
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
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| 41393 |
Provides current weather information for any location and generates AI-powered …
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| 41394 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 41395 |
MCP Apple Reminders
Claim
A macOS-only MCP server that exposes Apple Reminders to AI clients, enabling cr…
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| 41396 |
amazon-trends-mcp
Claim
Provides Amazon search volume trends and growth signals to measure real consume…
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| 41397 |
sovereign-ai-act-mcp
Claim
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
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| 41398 |
Mnemopaysdk
Claim
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| 41399 |
image-mcp
Claim
Provides 80+ image processing tools including AI generation, background removal…
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| 41400 |
Enables users to explore and manage banking card features including product dis…
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