MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54451 |
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
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| 54452 |
MSSQL MCP Server
Claim
Enables users to analyze, query, and modernize Microsoft SQL Server databases t…
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| 54453 |
Runware MCP Server
Claim
Enables lightning fast image and video generation using the Runware API, with t…
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| 54454 |
op-mcp
Claim
Enables interaction with 1Password vaults and items via the op CLI, supporting …
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| 54455 |
Shotik
Claim
Open-source screenshot tool for Windows with a built-in MCP server that allows …
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| 54456 |
pdf-agent-mcp
Claim
A local MCP server that extracts text-layer content from PDF files, enabling AI…
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| 54457 |
Project scheduling and earned value tools (CPM, PERT, crashing, EVM) for AI age…
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| 54458 |
mk-plan-master
Claim
MCP server bridging product ideas to prioritized roadmaps + spec drafts. Hands …
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| 54459 |
Pero MCP Server
Claim
Enables SSH connection management with remote command execution and file transf…
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| 54460 |
windows-rs-mcp
Claim
Enables searching and retrieving documentation for the Rust windows crate API t…
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| 54461 |
An MCP server that utilizes Playwright to automate Bilibili video uploads, incl…
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| 54462 |
Replication Radar
Claim
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
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| 54463 |
Angel One MCP Server
Claim
Enables AI agents to interact with Angel One brokerage for live market data, po…
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| 54464 |
Adorbis AI MCP Server
Claim
Enables AI assistants to access 40+ models via one API key with automatic routi…
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| 54465 |
google-flights-mcp
Claim
MCP server that enables Google Flights search via SerpApi, supporting one-way, …
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| 54466 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 54467 |
Agent Social MCP
Claim
A social protocol for AI agents to communicate with each other through a centra…
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| 54468 |
Colors MCP Server
Claim
A simple color utility MCP server for frontend developers. Convert, mix, adjust…
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| 54469 |
Exasol MCP Server
Claim
Provides an LLM access to the Exasol database via MCP tools, enabling reading o…
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| 54470 |
appmetrica-mcp
Claim
MCP server for Yandex AppMetrica analytics, enabling Claude to access reports, …
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| 54471 |
AiDD MCP Server
Claim
Provides AI-driven development tools including file system operations, multi-la…
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| 54472 |
oc_0815
Claim
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| 54473 |
A Model Context Protocol server that enables AI assistants to interact with Not…
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| 54474 |
camoufox-jsreverser-mcp
Claim
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
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| 54475 |
Enables remote access to Contentstack App MCP tools over HTTP, deployable to pl…
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| 54476 |
Enables LLMs to search and retrieve Japanese real estate data through unified a…
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| 54477 |
font-proof-mcp
Claim
Enables AI tools to create and edit Font Proof documents for type designers, su…
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| 54478 |
atiendo24-mcp-server
Claim
MCP server that connects Claude Desktop to Atiendo24 platform, enabling managem…
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| 54479 |
An MCP server for content creation that extracts video transcripts, scrapes web…
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| 54480 |
lark-mcp-on-agentcore
Claim
Remote MCP server providing 200+ Feishu tools (messages, calendar, Bitable, etc…
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| 54481 |
sap-hana-mcp
Claim
An MCP server for SAP HANA that enables listing tables, columns, running SQL qu…
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| 54482 |
Dorico MCP Server
Claim
An MCP server that enables natural language control of Steinberg Dorico music n…
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| 54483 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 54484 |
slack
Claim
MCP Server for the Slack API, enabling Claude to interact with Slack workspaces.
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| 54485 |
ServiceTitan MCP Server
Claim
Provides 108 tools and 15 React apps to manage ServiceTitan field service opera…
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| 54486 |
source-coop-mcp
Claim
Enables AI agents to discover and access 800TB+ of public geospatial data from …
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| 54487 |
Qualtrics MCP Server
Claim
A Model Context Protocol server that provides comprehensive control over the Qu…
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| 54488 |
py-har-mcp
Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
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| 54489 |
mcp-kaggle-tool
Claim
MCP server for Kaggle API integration that allows creating, running, and managi…
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| 54490 |
brkt-gdrive-mcp
Claim
MCP server for semantic search over Google Drive documents, enabling AI tools t…
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| 54491 |
Vue Docs MCP
Claim
Provides AI assistants with up-to-date Vue ecosystem documentation through the …
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| 54492 |
fable
Claim
MCP server over your Claude Code transcript history — full-text + semantic sear…
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| 54493 |
wyt-mcp
Claim
Game master MCP server for a time-loop dungeon RPG, managing game state, dice r…
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| 54494 |
data_sync_mcp
Claim
MCP server enabling AI agents to request user feedback during tasks, reducing w…
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| 54495 |
MCP Opener
Claim
Enables opening files, folders, and URLs across different operating systems wit…
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| 54496 |
mcp-turso-cloud
Claim
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
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| 54497 |
short-video-mcp
Claim
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
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| 54498 |
Enables AI assistants to manage Dynamics 365 Business Central environments thro…
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| 54499 |
Bawbel Scanner
Claim
Scan MCP servers and skill files for AVE vulnerabilities. Conformance scoring a…
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| 54500 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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