MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 4 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57151 |
mcp-ex
Claim
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| 57152 |
Verity MCP
Claim
MCP server exposing Verity's trust checks as tools (verify_fact, detect_injecti…
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| 57153 |
Prisma SD-WAN MCP Server
Claim
Enables AI agents to securely access and query Prisma SD-WAN operational data f…
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| 57154 |
AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS manageme…
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| 57155 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 57156 |
code-context
Claim
An MCP server that provides dynamic codebase context to Claude Code through too…
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| 57157 |
audio-mastering-mcp
Claim
An MCP server that masters audio with a professional signal chain using ffmpeg,…
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| 57158 |
MCP server for Oracle Linux OS operations, providing tools for package manageme…
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| 57159 |
gchat-claude-channel
Claim
Enables users to interact with their live Claude Code session from Google Chat …
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| 57160 |
local-Rag
Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
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| 57161 |
An orchestration system that breaks down user prompts into actionable tasks and…
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| 57162 |
AgentMailbox
Claim
Enables AI agents to maintain persistent context across sessions, restarts, and…
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| 57163 |
MCP server that exposes RESTForge capabilities to AI agents, enabling them to s…
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| 57164 |
Kdenlive MCP Server
Claim
Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 57165 |
yfinance-mcp-ts
Claim
An MCP server that provides 20 tools for accessing Yahoo Finance stock data, fi…
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| 57166 |
A low-latency text-to-speech MCP server that uses local Kokoro GGUF inference v…
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| 57167 |
Plain-English shipment input for freight & logistics: containers your cargo fit…
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| 57168 |
Todo MCP Server
Claim
Enables AI assistants to manage a todo list with add, list, complete, and delet…
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| 57169 |
Enables text-to-image and pixel art generation using Pollinations.ai with no AP…
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| 57170 |
my-weather-server-0706
Claim
MCP server that provides current weather for any city using Open-Meteo APIs. It…
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| 57171 |
mem0-custom-mcp
Claim
A custom MCP server that connects to self-hosted Mem0 API instances, enabling C…
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| 57172 |
baseline-mcp-server
Claim
An MCP server that queries the baseline status of web platform features using d…
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| 57173 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 57174 |
climate-feeds
Claim
Provides tools to list curated climate and energy feeds, read feed items, and f…
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| 57175 |
notion-mcp-server
Claim
Enables Claude Desktop to read and create Notion pages with markdown formatting…
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| 57176 |
Conduit
Claim
A self-hosted RSS reader MCP server that manages RSS subscriptions and fetches …
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| 57177 |
projectionlab-mcp
Claim
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
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| 57178 |
gdocs-mcp
Claim
MCP server for Google Docs and Sheets that enables AI assistants to read, creat…
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| 57179 |
Obsidian MCP Server
Claim
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
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| 57180 |
Eval_MCP
Claim
An MCP server for prompt and RAG evaluation workflows, enabling users to regist…
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| 57181 |
An MCP server that transforms natural language questions into SQL, executes que…
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| 57182 |
parse-mcp-server
Claim
Enables AI assistants to interact with Parse Platform databases, users, files, …
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| 57183 |
litvm-tcg-oracle
Claim
On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ t…
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| 57184 |
agentweb
Claim
Free business data API for AI agents. 13M+ businesses across 195 countries with…
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| 57185 |
pg-health
Claim
Archived MCP server for PostgreSQL health monitoring; functionality merged into…
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| 57186 |
Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 …
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| 57187 |
A platform that transforms AI development with intelligent context management, …
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| 57188 |
Toolhouse MCP Server
Claim
Enables MCP clients to access and use a vast library of tools from Toolhouse fo…
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| 57189 |
arxiv-analyzer
Claim
Enables LLM agents to search arXiv, download papers, parse PDFs into structured…
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| 57190 |
mcp-luopan
Claim
Provides tools for Bazi (Chinese astrology) chart calculation and analysis, ena…
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| 57191 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
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| 57192 |
pntr
Claim
Free developer subdomains with DNS, catch-all email, and webhook capture, manag…
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| 57193 |
spicelib-mcp
Claim
A thin MCP server that wraps spicelib for circuit simulation. Exposes tools for…
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| 57194 |
iwork-mcp
Claim
An MCP server that provides 113 tools for automating Apple iWork apps (Numbers,…
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| 57195 |
Geektastic MCP Server
Claim
A self-hosted MCP server with a web UI that integrates Geektastic Realms, enabl…
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| 57196 |
BuildBetter
Claim
AI for product teams. Connect all your company and customer knowledge to all of…
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| 57197 |
SSH MCP Server
Claim
Enables AI assistants to perform comprehensive SSH operations including command…
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| 57198 |
MCP PLAYLIST SERVER
Claim
An MCP server that provides intelligent playlist curation tools using Spotify t…
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| 57199 |
jmeter-mcp-server
Claim
MCP server for generating, validating, running, and reporting Apache JMeter API…
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| 57200 |
minimax
Claim
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