MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 2 hours, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31751 |
Luminus
Claim
Provides real-time European and GB electricity grid data via MCP, including gen…
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| 31752 |
MCP server for the LemonSqueezy API. Enables managing stores, products, custome…
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| 31753 |
andy
Claim
Enables AI agents to learn from their sessions by inspecting history, proposing…
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| 31754 |
jstage-mcp
Claim
Exposes J-STAGE WebAPI as four tools for searching articles, issues, journals, …
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| 31755 |
upilot
Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
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| 31756 |
Connects AI assistants to the ClearFi personal finance API for searching transa…
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| 31757 |
NitroStack
Claim
A Python framework for building MCP servers with modular architecture, dependen…
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| 31758 |
MCP server for Velog blog platform enabling reading, searching, and writing art…
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| 31759 |
demo-mcp-server
Claim
A modular Python MCP server providing tools for text echoing, system informatio…
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| 31760 |
edgar-events-mcp
Claim
Provides live SEC filing events including resolved activist stakes (13D) and ty…
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| 31761 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 31762 |
stayzi
Claim
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| 31763 |
S.C.R.U.B.
Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
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| 31764 |
LSP MCP Server for Rell
Claim
An MCP server for interacting with the Rell Language Server Protocol interface.…
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| 31765 |
Wraps HyperFrames CLI as MCP tools, enabling AI agents to create, preview, and …
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| 31766 |
VecMory
Claim
An MCP server that provides AI agents with a contextual memory system, storing …
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| 31767 |
tets
Claim
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| 31768 |
stm32-mcp-docs
Claim
MCP server that provides semantic search and documentation for STM32 microcontr…
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| 31769 |
pocketcasts-mcp
Claim
Enables AI assistants to search, browse, and manage your Pocket Casts podcast l…
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| 31770 |
status-global-mcp
Claim
Enables web audits for performance, security, SEO, and DNS, returning structure…
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| 31771 |
Cloudflare Workers MCP server: api-response-cost-analyzer
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| 31772 |
crypto-signal
Claim
Cloudflare Workers MCP server: crypto-signal
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| 31773 |
VS2908
Claim
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| 31774 |
boring
Claim
Automate planning, implementation, and verification of code across your project…
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| 31775 |
Arch-Expert-MCP
Claim
Automates project scaffolding for Domain-Driven Design and Clean Architecture, …
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| 31776 |
Missive MCP
Claim
Connects AI assistants to your Missive team inbox with 36 tools for managing co…
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| 31777 |
Magento Cloud MCP Server
Claim
MCP server for Adobe Commerce Cloud — REST API + SSH, no PHP CLI required
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| 31778 |
mcp-glm
Claim
MCP server for GLM chat completions using Zhipu AI models via AceDataCloud
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| 31779 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 31780 |
Fancy Control MCP Server
Claim
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
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| 31781 |
plane-mcp-server
Claim
MCP server for Plane integration, enabling AI agents to interact with Plane API…
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| 31782 |
Enables AI assistants to manage GitHub Projects V2, including items, fields, an…
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| 31783 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 31784 |
@kimagure-dd/xirr-mcp
Claim
MCP server for calculating XIRR (Extended Internal Rate of Return) from cash fl…
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| 31785 |
puregym-mcp
Claim
Enables browsing PureGym centers, discovering classes, and managing bookings in…
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| 31786 |
Fursat
Claim
AI-bookable curated vacation homes in Northeast India and the Himalayas. Book o…
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| 31787 |
IDB-MCP
Claim
MCP server to control iOS simulators for automation, enabling device management…
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| 31788 |
MCP Ledger Server
Claim
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
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| 31789 |
fastcontext-mcp
Claim
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
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| 31790 |
Enables AI assistants to search and access academic papers from Google Scholar …
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| 31791 |
LabOps Agent MCP Server
Claim
MCP server that enables clinical lab staff to predict reagent stockouts, check …
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| 31792 |
Enables AI assistants to interact with Investec banking accounts, transactions,…
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| 31793 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 31794 |
truenas-mcp
Claim
Read-only MCP server for TrueNAS SCALE 25.10+ that connects via JSON-RPC 2.0 We…
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| 31795 |
Skill Context Manager
Claim
Provides context-aware skill selection for AI agents, reducing token usage by 8…
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| 31796 |
Manifest MCP
Claim
A monorepo of MCP servers for Manifest Network and Cosmos SDK chains, enabling …
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| 31797 |
websight
Claim
Enables AI agents to see, analyze, and visually verify web page changes through…
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| 31798 |
Developer Toolbox MCP
Claim
A production-ready MCP server providing file, system, math, and text utilities …
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| 31799 |
notebooklm-mcp
Claim
An unofficial MCP server for Google NotebookLM that enables users to manage not…
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| 31800 |
Telegram MCP Server
Claim
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
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