MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54501 |
ffvoice
Claim
Offline speech-to-text & speaker diarization MCP server: transcribe audio on-de…
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| 54502 |
Minimizes LLM token consumption via YAML serialization, HTML-to-Markdown distil…
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| 54503 |
Meta-Stamp Pockets
Claim
The first commercial implementation of HTTP 402 Payment Required for creator co…
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| 54504 |
FL Studio Piano Roll MCP
Claim
An MCP server that enables AI assistants like Claude to interact with FL Studio…
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| 54505 |
video-capture-mcp
Claim
MCP server for screen recording on macOS, iOS Simulator, and Android, with key-…
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| 54506 |
FlexFS MCP
Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
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| 54507 |
Dataverse MCP Server
Claim
Enables AI agents to query, inspect, and manage Microsoft Dataverse records, me…
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| 54508 |
atlas-docs
Claim
Discover and browse docs across libraries and frameworks. Search topics, skim h…
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| 54509 |
personal-kg-mcp
Claim
Auto-captures decision context from multi-agent workflows to preserve the 'why'…
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| 54510 |
tuning-engines
Claim
Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…
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| 54511 |
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
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| 54512 |
sufetch
Claim
MCP server that enables AI assistants to explore and generate code for type-saf…
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| 54513 |
mcp-vision
Claim
A local autonomous AI agent that watches your screen, understands the visual la…
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| 54514 |
CIA Diagnose
Claim
Expert business diagnosis engine that analyzes companies across 11 dimensions a…
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| 54515 |
dexMCP
Claim
A Model Context Protocol server that wraps pypokedex to provide Pokemon data to…
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| 54516 |
smartlead-mcp-server-sse
Claim
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
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| 54517 |
BumpGuard
Claim
Reports which of your code's API usages break when you upgrade a dependency (Py…
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| 54518 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
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| 54519 |
BusyBee
Claim
Autonomous TDD coding agent that converts specifications into feature lists and…
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| 54520 |
spine-anim-mcp
Claim
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
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| 54521 |
newrelic-mcp
Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
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| 54522 |
mix_server
Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
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| 54523 |
proxmox-mcp-server
Claim
Enables management of Proxmox VE virtual environments (VMs, containers, storage…
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| 54524 |
MCP_repo
Claim
Enables teams to build custom MCP servers with AI agents, supporting tool defin…
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| 54525 |
Chess.com player, game, and daily-puzzle tools where each tool ships its own in…
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| 54526 |
central-mcp-server
Claim
Enables AI assistants to query HPE Aruba Networking Central data (sites, device…
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| 54527 |
An MCP server that gives AI agents full access to Follow Up Boss CRM via natura…
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| 54528 |
TestDino MCP
Claim
TestDino MCP boosts your AI assistant with powerful tools and analysis capabili…
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| 54529 |
Enables LLM agents to query Dynatrace SaaS for observability data (logs, metric…
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| 54530 |
cloakbrowser-mcp
Claim
Wraps CloakBrowser, a stealth Chromium, as an MCP server for web retrieval with…
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| 54531 |
Neuro MCP V2
Claim
Supercharges Claude Desktop with persistent semantic memory, sandboxed file I/O…
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| 54532 |
neo4j-prefiltering-mcp
Claim
Automatically discovers vector indexes in a Neo4j database and exposes each as …
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| 54533 |
web-performance-mcp
Claim
Enables web performance analysis using Google PageSpeed Insights and Chrome UX …
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| 54534 |
SilentFail
Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
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| 54535 |
obsidian-rag-mcp
Claim
Enables semantic search over an Obsidian vault using natural language, retrievi…
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| 54536 |
CryptoAgentMail
Claim
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
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| 54537 |
Resend Email Server
Claim
Enable automated email resending capabilities through a standardized protocol. …
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| 54538 |
obs-mcp
Claim
Model Context Protocol server for OBS Studio
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| 54539 |
MCP Hub
Claim
An Express server implementation of Model Context Protocol that allows websites…
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| 54540 |
LeadEnrich MCP Server
Claim
Waterfall lead enrichment for AI agents, cascading through Apollo, Clearbit, an…
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| 54541 |
zyndai-mcp-server
Claim
MCP server for AgentDNS that allows Claude or any MCP client to register a pers…
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| 54542 |
Automate a real, logged-in browser on your own device — no stored credentials, …
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| 54543 |
Geenie MCP Proxy Server
Claim
Acts as an intermediary between Claude Desktop and Amazon's MCP server to handl…
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| 54544 |
Governed USDC wallet for AI agents — policy gates, spending caps, and Ed25519-s…
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| 54545 |
YouTube Server
Claim
Interact with YouTube to search videos, get details, and manage transcripts.
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| 54546 |
Provides 55 tools for managing QuickBooks entities like customers, invoices, an…
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| 54547 |
An MCP server that integrates with Missive App allowing users to create, manage…
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| 54548 |
nowsecure-mcp-server
Claim
MCP server for NowSecure Platform mobile security testing. List applications, p…
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| 54549 |
DelineaMCP
Claim
MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents …
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| 54550 |
ng-blatui
Claim
ng-blatui for Angular — search components, blocks, charts & templates and read …
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