MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40651 |
brickdocs
Claim
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| 40652 |
mcp-gitea
Claim
MCP server for interacting with Gitea, enabling issue and PR management, reposi…
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| 40653 |
A comprehensive MCP server for managing product initiatives, architecture decis…
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| 40654 |
StarLine MCP
Claim
MCP server for controlling StarLine car alarms via AI agents like Claude, provi…
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| 40655 |
Enables AI agents to search and retrieve cited evidence packs for renewable ene…
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| 40656 |
Dify Management MCP
Claim
Allows programmatic management of a Dify instance, including listing and creati…
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| 40657 |
A comprehensive system that helps organizations track, manage, and respond to s…
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| 40658 |
MCP Novel Game Server
Claim
A novel game server supporting multi-branch visual novel scenarios in English a…
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| 40659 |
Shotik
Claim
Open-source screenshot tool for Windows with a built-in MCP server that allows …
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| 40660 |
Enables AI applications to run SQL queries and retrieve results from Oracle Dat…
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| 40661 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
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| 40662 |
Tech Debt MCP Server
Claim
A server for analyzing technical debt across multiple programming languages, in…
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| 40663 |
spt-forge-mcp
Claim
MCP server for the SP-Tarkov Forge API. Exposes Forge endpoints as MCP tools ov…
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| 40664 |
hacked by abcd
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| 40665 |
Coreflux MQTT MCP Server
Claim
Connects to a Coreflux MQTT broker and provides tools for managing Coreflux com…
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| 40666 |
Cisco Catalog MCP Server
Claim
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
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| 40667 |
HotelZero
Claim
MCP server that searches hotels on Booking.com with 80+ filter options using Pl…
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| 40668 |
wezterm-mcp
Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
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| 40669 |
Smartsheet MCP Server
Claim
Connects to your Smartsheet account, enabling Claude Code to browse workspaces,…
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| 40670 |
itglue-mcp
Claim
A Model Context Protocol server that provides Claude with access to IT Glue doc…
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| 40671 |
Gift Finder MCP Server
Claim
Enables gift recommendations via Naver Shopping and nearby pickup store search …
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| 40672 |
Daiso MCP Server
Claim
Connects AI models to real-time search and inventory data for major South Korea…
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| 40673 |
MinIO AIops
Claim
Governed MinIO ops: capacity RCA, bucket exposure audit, ILM gaps, healing, 31 …
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| 40674 |
Dealership AI MCP Server
Claim
MCP server that enables AI agents to instantly understand, generate pattern-awa…
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| 40675 |
MissingLinkz
Claim
Campaign link infrastructure for AI agents — validate, build, and inspect UTM-t…
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| 40676 |
muse-brain
Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
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| 40677 |
mcp
Claim
Score agent manifests, generate CI workflows, and pull Clarx scan findings into…
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| 40678 |
MEK MCP
Claim
MCP server to access the Hungarian Electronic Library (MEK) search engines, ena…
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| 40679 |
meeting-mcp
Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
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| 40680 |
Pinecone MCP Server
Claim
Enables interaction with Pinecone vector databases for storing and searching em…
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| 40681 |
servidor-acordaos-ia
Claim
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| 40682 |
Ableton MCP
Claim
Enables full control of Ableton Live from AI assistants, including transport, t…
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| 40683 |
skyspark-mcp
Claim
Enables AI assistants to interact with SkyFoundry SkySpark building automation …
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| 40684 |
crypto-prices-mcp
Claim
Provides live and historical cryptocurrency prices, trending coins, and global …
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| 40685 |
rip-ie-mcp
Claim
Search and browse Irish death notices from RIP.ie with tools for searching deat…
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| 40686 |
gomag-mcp
Claim
A Model Context Protocol server for the Gomag Public API that provides 48 typed…
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| 40687 |
Enables natural-language automation of DIgSILENT PowerFactory for engineering t…
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| 40688 |
personal-mcps
Claim
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| 40689 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 40690 |
YAMO Chain MCP Server
Claim
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
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| 40691 |
Txa_MCP
Claim
Professional local context management and system diagnostic tools for AI IDEs (…
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| 40692 |
gotask-mcp
Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
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| 40693 |
arcgis-glasgow
Claim
Enables querying Glasgow City Council GIS open geospatial datasets (parcels, zo…
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| 40694 |
AgentBay
Claim
Persistent memory, teams, and …
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| 40695 |
M5 Petit Notes
Claim
A note-taking MCP server for Claude-based agents that provides persistent markd…
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| 40696 |
SampleMCP
Claim
A demonstration MCP server that provides math (add/multiply) and weather tools,…
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| 40697 |
Rod MCP Server
Claim
Browser automation for AI agents via the Model Context Protocol, enabling web n…
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| 40698 |
GoHighLevel MCP Server
Claim
Enables LLMs to read conversations, send messages, create tasks, and manage cal…
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| 40699 |
Android i18n MCP Server
Claim
An MCP server that automatically translates Android app string resources to mul…
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| 40700 |
Proxy Browser MCP Server
Claim
Enables Claude to browse the web and make GET/POST/PUT requests with a real Chr…
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