MCP Server Quality Scores
Independent quality analysis of 69236 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47301 |
AutoMCP
Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
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| 47302 |
financial-research-agent
Claim
MCP server that exposes stock research tools (fundamentals, news, technicals, a…
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| 47303 |
pablo-obsidian-mcp
Claim
An MCP server that provides full read/write access to an Obsidian vault, enabli…
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| 47304 |
Tegro Wallet MCP
Claim
Provides read-only, real-time access to TON blockchain data including wallet ba…
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| 47305 |
Software MCP Server
Claim
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
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| 47306 |
disk
Claim
Disk is a personal cloud storage on Cloudflare with an MCP server enabling agen…
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| 47307 |
mcp-sonarcloud
Claim
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
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| 47308 |
kaiten-mcp
Claim
Enables interaction with Kaiten project management platform through 246 tools f…
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| 47309 |
swiss-culture-mcp
Claim
MCP server providing access to Swiss cultural heritage data including ISOS town…
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| 47310 |
dbt MCP Server
Claim
Provides intelligent dbt assistance through Claude Code integration, enabling u…
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| 47311 |
mcp-server
Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
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| 47312 |
rive-docs-mcp
Claim
Provides access to Rive's animation documentation, runtime guides, editor featu…
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| 47313 |
taskbounty-check
Claim
Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes…
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| 47314 |
AdaptixC2 MCP Server
Claim
Enables LLM agents to interact with and automate operations with the AdaptixC2 …
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| 47315 |
DigitalOcean MCP
Claim
Enables interaction with DigitalOcean services and tools through a unified API …
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| 47316 |
mcp-dagster
Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
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| 47317 |
mcp-server-steam
Claim
Integrates with Steam Web API to enable querying user profiles, game libraries,…
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| 47318 |
ForkMate
Claim
Log what you ate by talking to your AI assistant — calories and macros, complet…
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| 47319 |
LiteAPI MCP Server
Claim
Enables interaction with LiteAPI's hotel booking and travel services through MC…
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| 47320 |
law-ontology-mcp
Claim
Enables searching and querying Korean law ontology via SPARQL, with tools for l…
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| 47321 |
ccfolio
Claim
Enables searching and browsing past Claude Code conversations directly from wit…
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| 47322 |
timecamp-mcp-server
Claim
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
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| 47323 |
mcp-chest-memory
Claim
Provides a persistent, local-first memory for coding agents over MCP, enabling …
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| 47324 |
SPARDA
Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
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| 47325 |
lumora
Claim
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| 47326 |
css-tutor
Claim
Acts as a CSS Tutor, providing personalized updates about CSS features by fetch…
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| 47327 |
Tsumugi
Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
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| 47328 |
@noticed/cli
Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
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| 47329 |
Praesago
Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
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| 47330 |
church-mcp
Claim
Provides tools to access information about religious institutions and community…
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| 47331 |
SharePoint Bridge
Claim
Controls SharePoint through natural language via Microsoft Graph API, enabling …
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| 47332 |
Enables AI-powered analysis of healthcare market segments, product comparisons,…
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| 47333 |
chisel
Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
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| 47334 |
Mini Accountant
Claim
Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registratio…
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| 47335 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 47336 |
mitaiventurestudioshw3v2
Claim
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| 47337 |
SAP MCP Server
Claim
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
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| 47338 |
MyLeadTech HVAC
Claim
HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual…
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| 47339 |
Plane MCP
Claim
An MCP server that enables LLMs to fully manage a Plane workspace, including pr…
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| 47340 |
Tokonomix Council
Claim
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
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| 47341 |
Local Figma MCP Server
Claim
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
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| 47342 |
Enforces client-mandated development workflows with audit trails, state persist…
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| 47343 |
my-mcp-ssh
Claim
An MCP server that enables large language models to connect to remote servers v…
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| 47344 |
boring-news-mcp
Claim
A Python MCP server for fetching and summarizing news articles from the Boring …
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| 47345 |
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
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| 47346 |
extend
Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
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| 47347 |
GitHub MCP Server
Claim
Enables users to interact with GitHub via natural language requests, executing …
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| 47348 |
TradingView MCP Server
Claim
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
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| 47349 |
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
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| 47350 |
mcp-data-issy
Claim
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
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