MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36151 |
google_calendarmcp
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| 36152 |
axint
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Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 36153 |
UniFi MCP Server
Claim
Control your UniFi network via AI with a lightweight 2-tool MCP server that sup…
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| 36154 |
caliper
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Caliper is an MCP server that accepts 3D geometry files and returns structured …
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| 36155 |
recall
Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
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| 36156 |
Bengaluru AI Job Radar
Claim
Search for AI internship and early-career roles in Bengaluru using Tavily, save…
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| 36157 |
Salesforce MCP Server
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Enables interaction with Salesforce through REST, Bulk API, and SOQL for compre…
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| 36158 |
mcp-server-toolkit
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Plug-and-play MCP server toolkit with semantic code search, natural language da…
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| 36159 |
DeepMyst MCP Server
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Enables intelligent LLM optimization and routing for Claude Desktop and HTTP cl…
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| 36160 |
Mission MCP
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Trust Graduation gate for AI agents: visible approval ceremonies and receipt-ba…
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| 36161 |
Baguskto Saham
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Enables AI assistants to access Indonesian stock market data, including real-ti…
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| 36162 |
mcp-ebay
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Enables AI agents to search products, view item details, track and place bids, …
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| 36163 |
reflow-mcp
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A typed Model Context Protocol server that exposes KiCad 10 EDA workflows to la…
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| 36164 |
summon-mcp
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Self-evolving knowledge graph for AI agents — persistent memory that gets smart…
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| 36165 |
firelever-mcp
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Read-only MCP server for querying the lead database and pipeline statistics.
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| 36166 |
Narrator MCP
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Captures screenshots, analyzes changes with Gemini, generates humorous narratio…
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| 36167 |
mcp-miro
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Connects to the MIRO Whiteboard Application, allowing board manipulation, stick…
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| 36168 |
openworkdays
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Zero-signup business-day date-math API: add days, count days between dates, is-…
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| 36169 |
github-talent-mcp
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MCP server that searches, scores, and ranks GitHub developers for technical rec…
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| 36170 |
cursor-azure-devops-mcp
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An MCP server that integrates Azure DevOps with Cursor IDE, allowing Claude AI …
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| 36171 |
universal-image-mcp
Claim
MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google …
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| 36172 |
iStdBMAD
Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
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| 36173 |
Relax Memory MCP
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Persistent, structured memory server for AI agents using the Model Context Prot…
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| 36174 |
agentkeychain
Claim
Provides a zero-knowledge credential vault for AI agents, allowing secure stora…
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| 36175 |
rag-mcp
Claim
Hybrid RAG over Claude Code and Hermes session history via MCP tools for search…
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| 36176 |
USBTMC MCP Server
Claim
Enables controlling multiple USBTMC (USB Test and Measurement Class) devices si…
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| 36177 |
mcprune
Claim
MCP middleware that prunes Playwright accessibility snapshots for LLM agents, r…
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| 36178 |
WhatsApp MCP
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Enables MCP clients to list, read, search, and send WhatsApp messages via a per…
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| 36179 |
Postlark MCP Server
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Enables AI agents to manage and publish blog posts on Postlark via tools like c…
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| 36180 |
An MCP server that gives Claude access to your Garmin Connect fitness and healt…
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| 36181 |
BMLT Meetings
Claim
Search Narcotics Anonymous meetings worldwide via the BMLT directory.
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| 36182 |
focus-timer-ai-mcp
Claim
focus-timer-ai-mcp MCP server by MEOK AI Labs
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| 36183 |
asdf
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| 36184 |
mobila
Claim
Enables AI clients to control an Android emulator via MCP, allowing tasks like …
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| 36185 |
openscad-wasm-mcp
Claim
An MCP server that enables validating, exporting, previewing, and analyzing Ope…
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| 36186 |
Simple Echo Server
Claim
Return any inbound message duplicated to enhance message processing workflows. …
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| 36187 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling users to query merge reques…
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| 36188 |
kb-mcp-server
Claim
将 pgvector 知识库检索能力封装为标准 MCP 服务器,支持 Tools、Resources 和 Prompts,使 Claude Desktop 等…
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| 36189 |
animation-mcp
Claim
Enables AI coding assistants to create and refine Roblox combat animations thro…
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| 36190 |
myclaw-toolkit
Claim
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
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| 36191 |
mcp-server
Claim
Access scored end-of-day insights for Korean stocks and crypto to make clear, r…
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| 36192 |
idealo MCP Server
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Search products, compare prices and discover deals across 6 European markets wi…
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| 36193 |
swarmskills
Claim
A CLI and MCP server for managing skills across ~45 code CLI agents, with 18 to…
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| 36194 |
Struq
Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
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| 36195 |
owlpost
Claim
A high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sendi…
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| 36196 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 36197 |
ab-platform-mcp-local
Claim
A local MCP server that forwards tools from an upstream experiment platform and…
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| 36198 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 36199 |
swift-tuist
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| 36200 |
rocketmoney-mcp
Claim
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
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