MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38951 |
Seedance MCP
Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
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| 38952 |
Recruitee MCP Server
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Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
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| 38953 |
control-expert-mcp
Claim
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
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| 38954 |
XCREENER
Claim
Local stdio MCP bridge for XCREENER's XQL screener API — validate, explain, and…
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| 38955 |
An MCP server that enables Claude to create and manage TestRail test cases dire…
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| 38956 |
existdb-mcp
Claim
MCP server that connects Claude to eXist-db, enabling XQuery execution, offline…
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| 38957 |
mcp-counter-server
Claim
Provides stateful counter tools for AI assistants, enabling accurate counting a…
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| 38958 |
SAY
Claim
Converts family notices (hospital, government, insurance, delivery) into action…
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| 38959 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 38960 |
UniFi MCP Server
Claim
MCP server providing Claude Code with full UniFi network management capabilitie…
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| 38961 |
MCP Network Tools
Claim
A secure MCP server for network diagnostics, providing tools like ping, tracero…
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| 38962 |
spotify-mcp-server
Claim
An unofficial MCP server that provides access to Spotify's Web API through the …
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| 38963 |
nasa
Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
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| 38964 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 38965 |
pubnub-mcp
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| 38966 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 38967 |
Claude to Gemini CLI MCP
Claim
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
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| 38968 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 38969 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 38970 |
Enables video editing operations such as trimming, merging, adding audio/text/e…
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| 38971 |
TradingView MCP Bridge
Claim
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
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| 38972 |
thunder-compute
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| 38973 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 38974 |
paper-search-mcp
Claim
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
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| 38975 |
everhour-mcp-server
Claim
MCP server for Everhour time tracking with first-class Asana integration, enabl…
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| 38976 |
Image Scraper MCP Server
Claim
MCP server for scraping images from DuckDuckGo and Google Maps place photos wit…
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| 38977 |
Documentary MCP Server
Claim
Enables creating, listing, and searching project-based documentation with Markd…
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| 38978 |
local-recall-mcp
Claim
Provides fully local long-term memory for AI agents by enabling semantic search…
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| 38979 |
Enables querying and managing daily store sales data stored in CSV files, inclu…
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| 38980 |
An MCP server that provides tools to look up and verify Australian businesses u…
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| 38981 |
Commonality MCP Server
Claim
MCP-native sales intelligence server enabling prospect enrichment, LinkedIn scr…
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| 38982 |
genmem
Claim
A local-first MCP server that gives AI assistants long-term memory by storing, …
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| 38983 |
notes-mcp
Claim
Enables AI assistants to search and retrieve content from local Markdown notes …
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| 38984 |
metatrader5-mcp-server
Claim
Enables AI applications to interact with MetaTrader 5 terminals via WebSocket M…
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| 38985 |
whatsapp-mcp-ts
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| 38986 |
mcp-turso-cloud
Claim
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
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| 38987 |
ArXiv Insight MCP Server
Claim
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
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| 38988 |
godson_1231
Claim
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| 38989 |
Enables interaction with IntelliMatch recruiting and iSuite insurance systems t…
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| 38990 |
Alpha Vantage MCP
Claim
Enables access to stock and financial data from Alpha Vantage, including stocks…
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| 38991 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 38992 |
Tegro.money MCP Server
Claim
Enables AI assistants to create payment links, invoices, and read order/balance…
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| 38993 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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| 38994 |
mcp-project-search
Claim
A project search MCP server based on Milvus vector database, supporting semanti…
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| 38995 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 38996 |
A local MCP server that parses Robot Framework output.xml files, scores and gro…
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| 38997 |
decisions
Claim
Verified US tax and money decision tools: verdict plus a pre-filled deep link t…
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| 38998 |
TheHive FastMCP
Claim
MCP server for TheHive that enables AI agents to manage cases, alerts, observab…
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| 38999 |
video-capture-mcp
Claim
MCP server for screen recording on macOS, iOS Simulator, and Android, with key-…
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| 39000 |
Plan a week of budget-friendly family dinners from your pantry with Plento Past…
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