MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48151 |
Nettskjema MCP Server
Claim
Enables interaction with Nettskjema forms, submissions, invitations, and data e…
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| 48152 |
magicpod-mcp-server
Claim
An MCP server that integrates AI agents with MagicPod, enabling natural languag…
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| 48153 |
Yandex Ultimate MCP
Claim
Unifies multiple Yandex MCP servers (Direct, Metrika, Webmaster, Tracker, Cloud…
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| 48154 |
antigravityrunledger-mcp
Claim
Remote MCP for Antigravity agent run receipt MCP, structured receipts, audit lo…
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| 48155 |
spine-mcp
Claim
Local MCP server for automating Spine projects via the official CLI, enabling A…
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| 48156 |
Expose
Claim
Easily build MCP tools for Claude desktop app.
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| 48157 |
A Model Context Protocol server that provides tools for accessing and managing …
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| 48158 |
PDF Reader MCP Server
Claim
An MCP server providing comprehensive PDF processing capabilities with 18 tools…
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| 48159 |
mcp-wait
Claim
Provides a wait tool for AI agents to pause execution until a time duration ela…
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| 48160 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 48161 |
why-did-you-render-mcp
Claim
Bridges unnecessary React re-render data from the browser to coding agents, ena…
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| 48162 |
tesseract-26-eyeshot-mcp
Claim
Enables AI-driven CAD operations through natural language, integrating LLM and …
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| 48163 |
groundlens-mcp
Claim
Enables hallucination detection for AI assistants by providing tools to assess …
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| 48164 |
mcpu
Claim
MCP server for managing Cloudflare Workers via Cloudflare Artifacts. Enables ed…
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| 48165 |
personal-context-mcp
Claim
A portable, Markdown-based memory system for Claude Desktop that separates dura…
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| 48166 |
openapi-mcp-bridge
Claim
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
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| 48167 |
rescuedogs
Claim
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| 48168 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
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| 48169 |
keyword-extractor-ai-mcp
Claim
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
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| 48170 |
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
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| 48171 |
project-brain-mcp
Claim
Engineering memory for Claude Code — prevents re-investigating solved problems …
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| 48172 |
A versatile MCP server that connects to multiple relational databases (MySQL, P…
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| 48173 |
twoslides
Claim
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| 48174 |
Holster MCP
Claim
Local-first secret scanning, rotation, vault, and audit-log tools for AI agents.
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| 48175 |
simple-dynamsoft-mcp
Claim
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
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| 48176 |
re-llm-decompile
Claim
MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling…
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| 48177 |
leiga_mcp_smithery
Claim
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| 48178 |
SMS en Masse
Claim
Envoyez des SMS et gérez vos campagnes directement depuis vos agents IA.
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| 48179 |
text-transformer
Claim
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
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| 48180 |
mcp-hetzner
Claim
Enables conversational management of Hetzner Cloud, DNS, and Storage Box infras…
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| 48181 |
TokenHub MCP
Claim
A production-packaged Model Context Protocol server for coding agents that rout…
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| 48182 |
SpaceX MCP Server
Claim
A lightweight MCP server that provides analytics on SpaceX launches, including …
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| 48183 |
helppilot-mcp
Claim
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
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| 48184 |
Enables LLMs to create PayPal invoices through a simple tool interface.
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| 48185 |
browser-auth-mcp
Claim
Enables AI agents to authenticate with websites using a real Chromium browser w…
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| 48186 |
Research Paper Agent
Claim
A remote MCP server for searching arXiv papers, extracting paper details, and g…
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| 48187 |
MCP-Mem0
Claim
A robust server for managing long-term agent memory using Mem0, providing effic…
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| 48188 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
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| 48189 |
Myrcael
Claim
A TypeScript framework for building MCP servers with features for client sessio…
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| 48190 |
A remote MCP server that enables searching for news articles on specific topics…
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| 48191 |
dependency-migration-mcp
Claim
Through-the-upgrade dependency-migration briefs for LLM coding agents.
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| 48192 |
mcp-device-datetime
Claim
Exposes the host device's current date and time, returning local time with time…
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| 48193 |
mcp-dawa
Claim
MCP server for the Danish Address Web API (DAWA), enabling free-text address se…
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| 48194 |
adsb.lol MCP Server
Claim
Provides AI assistants with real-time aircraft tracking, FAA registration, and …
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| 48195 |
A Python template for building MCP servers with Streamable HTTP transport, prov…
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| 48196 |
vite-react-teimplate
Claim
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| 48197 |
shuka
Claim
Universal trust attestation for AI agents. Create, verify, and negotiate trust …
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| 48198 |
four-leaf-mcp
Claim
Job search assistant and interview prep inside any ai tool via MCP or public sk…
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| 48199 |
Lupa MCP Server
Claim
Enables AI assistants to run, list, and analyze Lupa test suites, returning str…
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| 48200 |
IsoFinancial-MCP
Claim
An enhanced MCP server providing comprehensive financial market data endpoints …
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