MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45351 |
server
Claim
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| 45352 |
AI + Human Agent platform for getting tasks done. Create, manage, and track tas…
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| 45353 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
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| 45354 |
Document Organizer MCP
Claim
Enables agents to manage and organize local documents by listing, inspecting, e…
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| 45355 |
Taskforce
Claim
Task and planning workspace for humans collaborating with AI agents
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| 45356 |
Brave Browser MCP Server
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Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
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| 45357 |
nano-vm-mcp
Claim
Governed agent execution gateway for LLM workflows, providing deterministic FSM…
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| 45358 |
Conductor MCP Server
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Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
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| 45359 |
agent-payment-mcp
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Secure USDC payments for AI agents on Base blockchain with budget controls and …
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| 45360 |
Playwright MCP Server
Claim
Enables browser automation and web interaction through structured accessibility…
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| 45361 |
Enoch
Claim
Operate an Enoch control plane through MCP tools
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| 45362 |
Provides a standardized interface for interacting with Google-Sheet's tools and…
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| 45363 |
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
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| 45364 |
Webpage MCP Server
Claim
Enables querying and retrieving webpage content from websites by parsing sitema…
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| 45365 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 45366 |
Access Reddit posts, YouTube video details, podcast episodes, and Hacker News s…
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| 45367 |
fal-mcp
Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
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| 45368 |
coindesk-mcp
Claim
The MCP server that can read recent news from Coindesk.
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| 45369 |
Send letters, postcards, notecards, and gift cards via postal mail.
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| 45370 |
Hyperliquid vault analytics API for AI agents. Performance data for all Hyperli…
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| 45371 |
MCP Office Word Server
Claim
A Python server implementing Model Context Protocol for advanced Microsoft Word…
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| 45372 |
SampleMCP
Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
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| 45373 |
Browser MCP Server
Claim
A Docker-based workspace providing headless Chrome browser with CDP proxy and n…
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| 45374 |
EliteMCP
Claim
Analyzes directory structures with .gitignore awareness and executes Python cod…
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| 45375 |
Fashion
Claim
Create professional-quality fashion product photography, on-model shots, and ed…
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| 45376 |
PasteAI
Claim
An MCP server that lets AI publish markdown documents to a clean, themed web UI…
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| 45377 |
feedback-analyzer-ai-mcp
Claim
feedback-analyzer-ai-mcp MCP server by MEOK AI Labs
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| 45378 |
Provides access to Jina AI's suite of tools including web search, URL reading, …
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| 45379 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 45380 |
A template for deploying unauthenticated Model Context Protocol servers to Clou…
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| 45381 |
Federal and state court record lookup. Run a name or company through and get ba…
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| 45382 |
provenonce
Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
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| 45383 |
GitLab MCP Server
Claim
Enables AI assistants to interact with GitLab projects, allowing users to view …
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| 45384 |
MCP Knowledge Service
Claim
Enables semantic search and management of development knowledge including globa…
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| 45385 |
ai-ops-mcp
Claim
ai-ops-mcp MCP server by MEOK AI Labs
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| 45386 |
FacturaHub MCP Server
Claim
Enables AI assistants to manage business operations including invoicing, WooCom…
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| 45387 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
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| 45388 |
nowcerts-mcp
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| 45389 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 45390 |
devrecall
Claim
Local-first dev memory: indexes Git commits, PRs, Jira/Linear tickets, Confluen…
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| 45391 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 45392 |
Inspectra
Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
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| 45393 |
DicePDF
Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
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| 45394 |
EasyProject MCP Server
Claim
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
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| 45395 |
cloudcompare-mcp
Claim
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
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| 45396 |
An MCP server for Google Workspaces.
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| 45397 |
jamovi MCP
Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
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| 45398 |
CPA Concrete Pumping Group standards, pump operator certification, BS EN 12001 …
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| 45399 |
Provide flight search and detailed flight information retrieval capabilities th…
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| 45400 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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