MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32501 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
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| 32502 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
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| 32503 |
emilia-protocol
Claim
Human sign-off + trust receipts for AI agents: requires a named human's approva…
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| 32504 |
statfin-mcp
Claim
Statistics Finland (StatFin/PxWeb): search tables, read metadata, fetch JSON-st…
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| 32505 |
mobile-security-mcp
Claim
An MCP server that enables AI assistants to analyze Android APK and iOS IPA fil…
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| 32506 |
lifx-mcp-server
Claim
A Model Context Protocol server for controlling LIFX smart lights, enabling AI …
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| 32507 |
chrometools-mcp
Claim
Enables AI-powered Chrome automation through natural language, providing 56+ sp…
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| 32508 |
Nightscout MCP Server
Claim
Bridges your Nightscout CGM data with AI assistants via the Model Context Proto…
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| 32509 |
MCP server enabling LLMs to fetch Israeli weather forecasts by automating a bro…
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| 32510 |
naim
Claim
nAIm API registry for AI agents — search, rate, and discover 310+ APIs.
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| 32511 |
Authenticated email gateway for AI agents — per-agent inboxes, HITL approval, S…
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| 32512 |
ado-workflows-mcp
Claim
Enables AI agents to discover Azure DevOps repositories, manage pull requests, …
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| 32513 |
DC Hub
Claim
Connects Claude to live data-center, power & grid intelligence data, enabling q…
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| 32514 |
tor-browser-mcp
Claim
Enables AI agents to control Tor Browser with full anonymity preservation, incl…
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| 32515 |
Pipelex MCP Server
Claim
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
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| 32516 |
leafwright
Claim
Render HTML, URLs, and templates to PDF. AI drafts templates and fixes them fro…
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| 32517 |
MCP Solana Internet
Claim
Enables direct SOL payments for content access by integrating MCP with the Sola…
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| 32518 |
asd
Claim
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| 32519 |
@inscada/mcp-server
Claim
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
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| 32520 |
stackchan-mcp
Claim
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
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| 32521 |
tastytrade-mcp
Claim
MCP server for the tastytrade brokerage API, providing tools for account manage…
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| 32522 |
CalledIT
Claim
A judgment game played by Humans VS AI bots
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| 32523 |
enrichment-mcp
Claim
A depth-first lead discovery server that finds and qualifies custom webshops, r…
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| 32524 |
App Data MCP
Claim
An MCP server for internal data platforms that enables search, viewing, tracing…
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| 32525 |
Enables AI assistants to seamlessly interact with Microsoft 365 services throug…
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| 32526 |
google-keep-mcp
Claim
Enables AI-powered management of Google Keep notes, including search, create, u…
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| 32527 |
Red Hat API MCP Server
Claim
Integrates with Red Hat APIs to enable searching Knowledge Centered Support (KC…
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| 32528 |
Provides social intelligence tools for AI agents to analyze competitor sentimen…
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| 32529 |
web3-docs
Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
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| 32530 |
loomiomcp
Claim
Loomio tools for Claude. Local install via npx, org-wide via Custom Connectors.…
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| 32531 |
hadith-mcp
Claim
Enables fetching and searching canonical hadith texts (Arabic and English) with…
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| 32532 |
research-memory-mcp
Claim
An MCP server that provides controlled read/write tools for managing local-firs…
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| 32533 |
mneme
Claim
Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related…
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| 32534 |
ChainID Guard
Claim
MCP server that gates premium features behind a combined x402 (USDC per call) a…
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| 32535 |
texting
Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
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| 32536 |
An MCP server that converts Figma designs into React code.
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| 32537 |
SharePoint MCP Server
Claim
A Model Context Protocol server for SharePoint file and folder management using…
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| 32538 |
OpenAIMCP
Claim
A Model Context Protocol server for OpenAI API access via AceDataCloud, enablin…
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| 32539 |
Gmail MCP Server
Claim
Enables reading the last 10 emails from your Gmail inbox via an MCP tool.
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| 32540 |
Spec Forge MCP
Claim
A NestJS MCP server that extracts tables from documents (PDF, etc.) into a sing…
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| 32541 |
sticky-notes-server
Claim
A MCP server for managing sticky notes with CRUD operations, search, tags, conv…
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| 32542 |
mcp
Claim
Design custom apparel from chat: AI art on tees and hoodies, then a checkout li…
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| 32543 |
Alpha MCP
Claim
Provides a comprehensive set of tools for Polymarket prediction market trading,…
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| 32544 |
woffu-mcp
Claim
Enables clocking in/out, viewing work status, and managing time entries on Woff…
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| 32545 |
openai-ads-mcp
Claim
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
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| 32546 |
karabiner-mcp
Claim
MCP server for managing Karabiner-Elements keyboard remapping rules on macOS, e…
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| 32547 |
lightning-mcp
Claim
MCP server that gives AI agents Lightning payments, L402 API access, trust veri…
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| 32548 |
PDF Processor Server
Claim
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
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| 32549 |
travel-mcp-server
Claim
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
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| 32550 |
Integration Quest
Claim
Enables playing a Workato-themed text-based RPG through MCP tools, allowing use…
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