MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56801 |
Mimo Vision MCP
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An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
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| 56802 |
mcp-second-opinion
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An MCP server that queries a panel of LLMs from different providers via OpenRou…
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| 56803 |
Weather Server
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Provide real-time weather information and forecasts through a standardized inte…
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| 56804 |
mcp-devops-onpremise
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MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
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| 56805 |
sif-pw
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| 56806 |
Pinecone MCP Server
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Enables AI assistants to perform semantic search, manage vectors, and interact …
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| 56807 |
Simple Helpers
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Get quick greetings, add numbers instantly, and discover song recommendations. …
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| 56808 |
near-hydra-mcp
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Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
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| 56809 |
Google Slides MCP Server
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Provides MCP server for Google Slides API, enabling creation, reading, modifica…
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| 56810 |
Plany
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Organize travel itineraries by creating detailed trips with scheduled events li…
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| 56811 |
smart-xdebug-mcp
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Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
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| 56812 |
syncro-mcp
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An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
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| 56813 |
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
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| 56814 |
mcp-server-check
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An MCP server that provides 263 tools for managing payroll operations including…
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| 56815 |
Pexafy
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Stock photo search: by description, by example image, or more like this.
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| 56816 |
Pixl
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Turns AI coding hosts into a guided mobile-UI design tool with design interview…
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| 56817 |
upnote-mcp
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Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
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| 56818 |
agent-wiki
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An MCP server that enables AI agents to compile, refine, and interlink knowledg…
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| 56819 |
memory-mcp
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Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
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| 56820 |
python-docs-mcp-server
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Local, read-only retrieval over official Python standard library docs with exac…
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| 56821 |
simple-mcp
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A minimal MCP server providing basic tools for arithmetic, text echoing, and ti…
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| 56822 |
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
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| 56823 |
Enables users to discover, read, and fetch curated educational RSS/Atom feeds w…
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| 56824 |
Bokicast MCP Server
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An MCP server that visualizes bookkeeping elements like journal entries and T-a…
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| 56825 |
Groot DataKG MCP Server
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MCP server for enabling data extraction and context retrieval for agents, stori…
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| 56826 |
Deep Research MCP Server
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Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
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| 56827 |
plainweave
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Enables tracing code entities through requirements to strategic goals, surfacin…
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| 56828 |
notion-enhanced
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Enhanced Notion MCP server supporting all 24 property types, auto-pagination, b…
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| 56829 |
openflowkit-mcp
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Local-first OpenFlowKit diagramming tools for Claude, Cursor, Windsurf & other …
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| 56830 |
SAP Ariba MCP Server
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Enables retrieving event summaries from SAP Ariba by providing doc_id, user, pa…
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| 56831 |
Peliqan MCP Server
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Enables AI assistants to interact with the Peliqan platform, providing access t…
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| 56832 |
RLM-Mem MCP Server
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An MCP server implementing the TRUE Recursive Language Model technique for mana…
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| 56833 |
fallbookspractice-mcp
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MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
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| 56834 |
json-rpc
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Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
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| 56835 |
Gorgias MCP Server
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Enables interaction with the Gorgias helpdesk API, providing tools to manage ti…
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| 56836 |
Alpaca MCP Split
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Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
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| 56837 |
notion-slim
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A token-optimized MCP server for Notion that reduces context window usage by 73…
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| 56838 |
A comprehensive MCP server that gives AI assistants full control over your desk…
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| 56839 |
mcp-server-langfuse
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MCP server for Langfuse Prompt Management that enables listing and retrieving L…
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| 56840 |
Zoho Mail MCP Server
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Provides full access to Zoho Mail accounts, enabling email search, read, send, …
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| 56841 |
Automates Salesforce via browser using Playwright with persistent session. Supp…
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| 56842 |
svg2vector-mcp
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MCP server for converting SVG files to Android Vector Drawable XML, enabling se…
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| 56843 |
test-smithery-server
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| 56844 |
confluence-rag-mcp
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Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
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| 56845 |
gptbpts
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| 56846 |
ZipExplore MCP Server
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Enables location intelligence for US ZIP codes, allowing users to search, profi…
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| 56847 |
mnemostack
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Durable hybrid memory for AI agents. Combines vector search, BM25, temporal ret…
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| 56848 |
quantjobs
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Enables conversational management of quant job search, tailored CV generation, …
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| 56849 |
Tableau MCP
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Enables AI applications to interact with Tableau for querying data, exploring c…
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| 56850 |
Tuba Workflow MCP Server
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This MCP server bridges to the Tuba.ai platform, enabling programmatic control …
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