MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 2 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42051 |
brave-mcp-langchain
Claim
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
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| 42052 |
massive-mcp
Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 42053 |
Performance Engineer MCP
Claim
Analyzes websites like a senior performance engineer and produces prioritized C…
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| 42054 |
Terraform MCP Server
Claim
Enables generating, validating, planning, and applying Terraform configurations…
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| 42055 |
UniFi Protect MCP
Claim
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
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| 42056 |
frsync-mud
Claim
Enables AI agents to interact with the Final Realms: Legacy MUD through tools f…
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| 42057 |
search-online-mcp
Claim
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
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| 42058 |
dltHub-AI-workbench
Claim
It gives Claude Code, Cursor, and Codex structured workflows and an MCP
server …
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| 42059 |
kinbox-mcp
Claim
MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and m…
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| 42060 |
nexus-convergence-mcp
Claim
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
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| 42061 |
Pandas-MCP Server
Claim
Enables LLMs to safely execute pandas code for data analysis and generate inter…
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| 42062 |
DLF Agency MCP Server
Claim
Enables AI agents to manage GoHighLevel workspaces through natural language, wi…
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| 42063 |
Linear Cache MCP
Claim
Cache-first MCP server for Linear that provides tools to search, read, create, …
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| 42064 |
ios-agent-driver
Claim
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
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| 42065 |
eudi-wallet-mcp
Claim
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
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| 42066 |
hermes-gpt
Claim
Enables MCP-based interaction with a local Hermes Agent installation, providing…
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| 42067 |
drevo-mcp
Claim
A self-contained FastMCP server that exposes a running drevo graph database to …
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| 42068 |
An MCP server that transforms Claude-style skills and resources into callable t…
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| 42069 |
camt053-mcp
Claim
MCP server that enables AI agents to parse, validate, and reverse ISO 20022 ban…
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| 42070 |
mcp-arcgis-vilas
Claim
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
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| 42071 |
codex-vision-mcp
Claim
Exposes a tool for understanding images via Codex app-server, enabling analysis…
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| 42072 |
ai-devtool-mcp-server
Claim
MCP server for AI DevTool workflow, exposing tools and resources for code revie…
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| 42073 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 42074 |
lt-eli-mcp
Claim
Searches Lithuanian legislation by title and fetches full text from the Registe…
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| 42075 |
mcp-opentym
Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
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| 42076 |
eanscan-mcp
Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
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| 42077 |
fusion-mcp
Claim
Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no Op…
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| 42078 |
Hosted MCP
Claim
Provide a hosted environment for Model Context Protocol applications.
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| 42079 |
roon-mcp
Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
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| 42080 |
bitmap-mcp
Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
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| 42081 |
MCP Statistics Server
Claim
Provides LLMs access to Japanese and international statistical data (e-Stat, Wo…
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| 42082 |
MCP Server Ollama
Claim
Enables natural language management of blog posts and comments through a decoup…
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| 42083 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
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| 42084 |
mcp-locator
Claim
An MCP server that lets AI agents read and write locale JSON translation files …
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| 42085 |
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
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| 42086 |
mcp-screaming-frog
Claim
MCP server for controlling Screaming Frog SEO Spider through AI assistants, ena…
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| 42087 |
Skill Context Manager
Claim
Provides context-aware skill selection for AI agents, reducing token usage by 8…
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| 42088 |
grok-search-mcp
Claim
MCP server that enables coding agents to search X/Twitter and the web through t…
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| 42089 |
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
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| 42090 |
wheelfor-mcp
Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
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| 42091 |
pgmcp
Claim
Enables AI agents to perform PostgreSQL administration, web crawling, and knowl…
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| 42092 |
OmniWire-MCP
Claim
Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML fe…
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| 42093 |
ssh-mcp-pro
Claim
ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation,…
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| 42094 |
MCP SDD Server
Claim
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
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| 42095 |
vimax-mcp
Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
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| 42096 |
AdKit MCP Server
Claim
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
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| 42097 |
FinOpsGuard
Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
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| 42098 |
mcp-gsa-perdiem
Claim
Enables querying GSA Per Diem rates for travel destinations, providing daily lo…
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| 42099 |
Provides a standardized interface for interacting with Tavily's tools and servi…
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| 42100 |
yuque-local-mcp
Claim
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
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