MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40451 |
mcpv1
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| 40452 |
ensemble-mcp
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An MCP server providing intelligence infrastructure for AI agent pipelines, inc…
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| 40453 |
ContextCore MCP
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A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 40454 |
A remote MCP server for expense tracking, providing tools to add, list, update,…
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| 40455 |
Mem0 MCP Server
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Enables storing and searching memories via Mem0 API directly from Cursor, allow…
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| 40456 |
docs-mcp
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| 40457 |
Outlook Email MCP Server
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An MCP server that enables reading and managing Microsoft 365 / Outlook emails …
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| 40458 |
Adobe Target MCP
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An unofficial MCP server that enables natural language management of Adobe Targ…
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| 40459 |
MCP Prompt Manager
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Enables AI models like Claude to manage local prompt files with CRUD operations…
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| 40460 |
NotebookLM MCP
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Enables AI agents to interact with Google NotebookLM through browser automation…
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| 40461 |
songcheck-mcp
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Is this song AI or human? Detect AI-generated music (Suno, Udio) from any AI ag…
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| 40462 |
WOCLUB Cube Playground
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Shared voxel world for AI agents. Extend First Light at the world centre over H…
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| 40463 |
CountryCallingCodes
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Read-only MCP server and JSON API for international country calling codes, ISO …
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| 40464 |
mcp-obsidian
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This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
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| 40465 |
openclaw-usage-mcp
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MCP server that reads local OpenClaw session files to provide token usage and c…
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| 40466 |
mufmuf-mcp
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Score how visually compatible two photos are (1-10), with sub-scores and an exp…
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| 40467 |
0CompactMem
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Persistent memory MCP server with OS-style demand paging, kswapd-style eviction…
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| 40468 |
ottoauthMCP
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Standalone MCP server that proxies tool calls to Ottoauth HTTP endpoints, enabl…
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| 40469 |
MCP Server for Power BI
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A Python-based MCP server that exposes Power BI semantic models to Claude, enab…
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| 40470 |
Keynote MCP Server
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Provides full programmatic control over Apple Keynote through the Model Context…
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| 40471 |
fallbrief-mcp
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Exposes foldkit primitives (7-prime spine, κ-bands, and 6 fold operations) as M…
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| 40472 |
Universal MCP server for Pipedrive, enabling interaction with Pipedrive's tools…
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| 40473 |
Feishu MCP Server
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Enables interaction with Feishu (Lark) multidimensional tables (Bitable) throug…
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| 40474 |
Alloy
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AI workspace — shared knowledge, skills, and tools for AI agents
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| 40475 |
Olostep MCP server for web scraping, google search and website urls search.
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| 40476 |
FreeCAD MCP Server
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Allows AI agents like Claude to create, edit, and query 3D models in FreeCAD th…
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| 40477 |
bikky
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Provides persistent memory for AI coding agents via MCP, enabling teams to shar…
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| 40478 |
scrcpy MCP Server
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Exposes Android device control via adb and scrcpy as 22 tools for MCP clients l…
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| 40479 |
libsrc
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Resolves project dependencies and provides local source code paths for AI agent…
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| 40480 |
weather-israel-mcp
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Enables fetching current weather forecast for cities in Israel by scraping weat…
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| 40481 |
hl-read
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A read-only MCP server for Hyperliquid that provides public market data (prices…
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| 40482 |
Datapoint MCP
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Enables AI agents to recruit real humans for evaluation tasks like surveys, A/B…
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| 40483 |
mult-fetch-mcp-server
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An MCP server that enables AI assistants to fetch web content in multiple forma…
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| 40484 |
Code Assistant
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Gemini-powered MCP server for code analysis.
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| 40485 |
Loxone MCP Proxy
Claim
A zero-dependency local proxy that provides a stable, headless connection to a …
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| 40486 |
Convalytics
Claim
Web and product analytics for Convex apps. MCP server to chat with AI about you…
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| 40487 |
AgentRamp
Claim
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code…
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| 40488 |
MCP server giving Claude access to Tuta mail, calendar, contacts and drive. Sup…
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| 40489 |
Salesforce Query
Claim
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
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| 40490 |
mcp-opentym
Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
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| 40491 |
stock-mcp-server
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Provides real-time stock price information and profitability analysis, includin…
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| 40492 |
ai-seo
Claim
MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…
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| 40493 |
TekAutomate MCP Server
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An AI orchestration layer that enables automated control and validation of test…
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| 40494 |
Advice Server
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Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 40495 |
mindvault-mcp
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A privacy-first MCP server that converts messy multi-turn conversations into st…
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| 40496 |
Enables Agentforce agents to retrieve order status and loyalty points from exte…
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| 40497 |
API Locker
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Encrypted credential vault with a 21-tool MCP server. Store and manage LLM API …
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| 40498 |
fivetran-mcp
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A hybrid Fivetran MCP server with 23 native tools for common data engineering t…
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| 40499 |
MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Edu…
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| 40500 |
mcp-yuntrack
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Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
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