MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47751 |
Provides a standardized interface to interact with Serpapi's search engine resu…
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| 47752 |
rlaif
Claim
MCP server enabling AI agents to provide real-time positive and negative feedba…
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| 47753 |
figma-spec-mcp
Claim
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
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| 47754 |
Google Ads Gateway MCP
Claim
A Codex MCP server that wraps the Google Ads Gateway Worker to provide list_acc…
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| 47755 |
semanticscholar-mcp
Claim
MCP server that provides Semantic Scholar academic search capabilities, includi…
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| 47756 |
pageindex-local-mcp
Claim
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
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| 47757 |
meeting-summarizer-ai-mcp MCP server by MEOK AI Labs
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| 47758 |
api-mcp-server
Claim
Fetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimize…
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| 47759 |
Healthcare OpenData MCP
Claim
Provides SQL-queryable access to Taiwan's healthcare open data (NHI and Ministr…
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| 47760 |
interview-prep-mcp
Claim
An open-source Python MCP server for AI-assisted interview preparation.
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| 47761 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
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| 47762 |
verifactu-mcp
Claim
MCP server para VeriFactu (AEAT). Facturación electrónica española desde Claude…
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| 47763 |
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
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| 47764 |
imessage-mcp
Claim
Read-only MCP server for your iMessage DB. No hosted service.
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| 47765 |
ssh-alias-mcp
Claim
Enables AI agents to SSH into Linux servers, run commands, deploy code, and man…
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| 47766 |
McPortfolio
Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
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| 47767 |
Enables SAP ABAP development workflows including ADT login, object search, read…
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| 47768 |
Enables appending text to Google Docs and creating Gmail drafts with interactiv…
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| 47769 |
ppdm-mcp-server
Claim
Exposes Dell EMC PowerProtect Data Manager and NetWorker backup infrastructure …
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| 47770 |
postforme-mcp-pro
Claim
MCP server for the Post for Me API, enabling publishing, scheduling, editing, d…
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| 47771 |
discord-webhook-mcp
Claim
Enables AI agents to send text messages and images to Discord channels via webh…
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| 47772 |
ainative-memory-mcp
Claim
Enhanced MCP knowledge graph memory server with cloud persistence and semantic …
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| 47773 |
Rodin Gen-2 MCP Server
Claim
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
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| 47774 |
xs-studio-mcp
Claim
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
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| 47775 |
mcp-codemagic
Claim
This MCP server enables users to manage Codemagic CI/CD builds directly from Cl…
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| 47776 |
lobbyvoices-mcp
Claim
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
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| 47777 |
Magic Meal Kits MCP
Claim
Enables AI assistants to check the Magic Meal Kits server version through a sin…
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| 47778 |
mcp-ai-agent-guidelines
Claim
A TypeScript ESM MCP server exposing 20 public instruction tools and 7 utility …
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| 47779 |
nanograph-mcp
Claim
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
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| 47780 |
pycentauri MCP server
Claim
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
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| 47781 |
LocalAnt
Claim
LocalAnt is a local-first MCP gateway that lets ChatGPT control your PC through…
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| 47782 |
Tally Prime MCP Server
Claim
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
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| 47783 |
wecom-crm-mcp
Claim
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
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| 47784 |
YesHello
Claim
Digital business cards, lead capture forms, and service listings - built and ma…
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| 47785 |
MCP server for AI agent transaction insurance and escrow — protect agent-to-age…
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| 47786 |
figma-mcp-server
Claim
Enables Claude AI to extract design information from Figma files and create or …
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| 47787 |
OpenReview MCP server
Claim
Enables searching for users, fetching papers, and exporting research data from …
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| 47788 |
WebFetch MCP Server
Claim
Fetches web pages, converts HTML to markdown, and uses Claude to answer questio…
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| 47789 |
iTechSmart MCP Server
Claim
Enables AI agents to verify cryptographic ProofLink receipts, query UAIO platfo…
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| 47790 |
powerpoint-mcp
Claim
Create and edit PowerPoint presentations with Claude – locally, on any platform.
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| 47791 |
reminder-mcp
Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
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| 47792 |
Slack Server with OAuth
Claim
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| 47793 |
airly
Claim
Enables natural language interaction with air quality data from Airly, includin…
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| 47794 |
Fortigate MCP
Claim
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
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| 47795 |
silverstripe-mcp
Claim
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
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| 47796 |
FL Studio Piano Roll MCP
Claim
An MCP server that enables AI assistants like Claude to interact with FL Studio…
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| 47797 |
mailbox-mcp
Claim
Give your AI tools access to your email. Search, read, send, and manage message…
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| 47798 |
Dataverse MCP Server
Claim
Enables AI agents to query, inspect, and manage Microsoft Dataverse records, me…
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| 47799 |
cpp-espace-mcp
Claim
MCP server for accessing the eSpace facilities management API, enabling work or…
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| 47800 |
video-capture-mcp
Claim
MCP server for screen recording on macOS, iOS Simulator, and Android, with key-…
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