MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 4 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41151 |
Say Hello
Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
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| 41152 |
Capxule
Claim
The context marketplace: expert guided journeys your assistant runs step by ste…
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| 41153 |
searxng-mcp
Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
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| 41154 |
MetaVision AI Studio
Claim
Generate 3D models from text or image. Browse 10K+ free 3D models. AI creative …
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| 41155 |
ReceiptGuard
Claim
Prevents autonomous agents from fabricating tool results by verifying HMAC-sign…
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| 41156 |
bottube-mcp-server
Claim
MCP server for BoTTube that enables Claude Code to upload, browse, comment, and…
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| 41157 |
mysql-readonly-mcp
Claim
A readonly MCP server for MySQL databases that ensures safety by whitelisting o…
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| 41158 |
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
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| 41159 |
skill-forge-mcp
Claim
An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP res…
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| 41160 |
hashnode-mcp-server
Claim
MCP server for Hashnode GraphQL API to create drafts, publish posts, and manage…
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| 41161 |
Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama,…
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| 41162 | — | |||||||||
| 41163 |
LifeOS Plugin
Claim
An MCP server integrating 40+ workflow skills for personal productivity, projec…
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| 41164 |
omni-mcp-server
Claim
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
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| 41165 |
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
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| 41166 |
agentberg
Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 41167 |
Enables AI assistants to seamlessly interact with Microsoft 365 services throug…
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| 41168 |
context7docs-mcp
Claim
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
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| 41169 |
clockify_mcp
Claim
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| 41170 |
Kela MCP Server
Claim
Enables AI assistants to answer questions about Finnish social benefits (Kela) …
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| 41171 |
Shopee MCP Server
Claim
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
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| 41172 |
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
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| 41173 |
geo-audit
Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
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| 41174 |
myclaw-toolkit
Claim
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
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| 41175 |
SQLMind
Claim
An MCP server that provides SQL generation, validation, transpilation, and sche…
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| 41176 |
GuruPDF
Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
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| 41177 |
toolport
Claim
Local gateway and manager for MCP servers shared across AI coding tools: set up…
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| 41178 |
Cookwala
Claim
Search Cookwala recipes by diet, allergen, method and language; dry-run them sa…
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| 41179 |
mcp-tools-server
Claim
A general-purpose MCP server with utility tools including datetime information,…
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| 41180 |
Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…
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| 41181 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 41182 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
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| 41183 |
execkit
Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
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| 41184 |
FreeFeed MCP Server
Claim
MCP server for the FreeFeed social network API. Enables reading timelines, post…
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| 41185 |
Desearch AI
Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
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| 41186 |
claude-memory-mcp
Claim
Provides persistent local memory for AI assistants using SQLite and semantic se…
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| 41187 |
bonnard-cli
Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
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| 41188 |
AgentCRDT
Claim
CRDT-based shared world state for parallel agent sessions — conflict-free mergi…
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| 41189 |
ClawPipe
Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
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| 41190 |
fleet-mcp-server
Claim
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
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| 41191 |
execution-run-mcp
Claim
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 41192 |
Place phone calls, run calling campaigns and build voice agents from your own T…
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| 41193 |
Smriti MCP
Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
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| 41194 |
Real-time salary data, job market trends, resume review, interview prep, and ca…
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| 41195 |
youtube-transcript-dev
Claim
YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
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| 41196 |
license-guardian
Claim
Audits npm dependencies for license compatibility, catching copyleft and source…
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| 41197 |
FinvizMCP
Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
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| 41198 |
open-brain
Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
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| 41199 |
Aviation Weather
Claim
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
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| 41200 |
Google MCP Server
Claim
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
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