MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28001 |
Get product information, features, pricing, licensing FAQs, and role-specific b…
|
D 40 2⁄5 | ||||||||
| 28002 |
The SVGverseAI MCP Server lets you connect your AI agents, automation workflows…
|
D 40 2⁄5 | ||||||||
| 28003 |
Tweetsmash
Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
|
D 40 2⁄5 | ||||||||
| 28004 |
Join.Cloud
Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they
mess…
|
D 40 2⁄5 | ||||||||
| 28005 |
BadRooBot-my_test_mcp
Claim
Get current weather for any city and create images from your prompts. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28006 |
Schedule and manage Google Calendar events directly from your workspace. Check …
|
D 40 2⁄5 | ||||||||
| 28007 |
jtrholidays
Claim
|
D 40 2⁄5 | ||||||||
| 28008 |
HefestoAI
Claim
Analyze code snippets for quality issues and semantic drift to maintain high so…
|
D 40 2⁄5 | ||||||||
| 28009 |
xSkill AI
Claim
AI content generation with 50+ models: image, video, TTS, voice cloning, and mo…
|
D 40 2⁄5 | ||||||||
| 28010 |
ToolPipe MCP Server
Claim
120+ developer utility tools for AI agents via Model Context Protocol
|
D 40 2⁄5 | ||||||||
| 28011 |
Timestamp
Claim
Translates between Unix, ISO 8601, and human-readable formats while automatical…
|
D 40 2⁄5 | ||||||||
| 28012 |
Subfeed
Claim
Official MCP server for Subfeed — the cloud for AI agents. 15+ tools for AI age…
|
D 40 2⁄5 | ||||||||
| 28013 |
Create and manage Google Forms to run surveys and collect data. Add text and mu…
|
D 40 2⁄5 | ||||||||
| 28014 |
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
|
D 40 2⁄5 | ||||||||
| 28015 |
Discover capabilities and configuration, and learn about the organization behin…
|
D 40 2⁄5 | ||||||||
| 28016 |
AI-powered product search, affiliate links, and price negotiation for e-commerc…
|
D 40 2⁄5 | ||||||||
| 28017 |
MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generat…
|
D 40 2⁄5 | ||||||||
| 28018 |
Cannabis and controlled substances regulatory intelligence MCP server. Query st…
|
D 40 2⁄5 | ||||||||
| 28019 |
exa-labs-exa-code-mcp
Claim
Find open-source libraries and fetch contextual code snippets by version to acc…
|
D 40 2⁄5 | ||||||||
| 28020 |
Circle MCP Server
Claim
Operate and audit your Circle.so community from Claude with tools for spaces, p…
|
D 40 2⁄5 | ||||||||
| 28021 |
Compress.new
Claim
Convert any webpage to clean markdown and feed it directly into AI agent workfl…
|
D 40 2⁄5 | ||||||||
| 28022 |
sg-workpass-compass-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28023 |
Fabric Marketplace
Claim
Manage digital asset listings and requests within the Fabric marketplace ecosys…
|
D 40 2⁄5 | ||||||||
| 28024 |
hyperplexity
Claim
# Hyperplexity
**Verified Research Engine** · [hyperplexity.ai](https://hyperp…
|
D 40 2⁄5 | ||||||||
| 28025 |
VedAstro MCP Server
Claim
Vedic astrology calculations powered by [VedAstro.org](https://vedastro.org). A…
|
D 40 2⁄5 | ||||||||
| 28026 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 28027 |
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
|
F 38 2⁄5 | ||||||||
| 28028 |
Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Exc…
|
F 38 2⁄5 | ||||||||
| 28029 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||
| 28030 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 28031 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 28032 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 28033 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 28034 |
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or…
|
F 34 2⁄5 | ||||||||
| 28035 |
Capability registry for the agentic economy. Semantic search over verified MCP …
|
F 34 2⁄5 | ||||||||
| 28036 |
AI-powered charts with indicators and trade execution for forex, gold, indices …
|
F 34 2⁄5 | ||||||||
| 28037 |
Psychometric identity verification for humans, queryable by AI agents over MCP.…
|
F 34 2⁄5 | ||||||||
| 28038 |
Deploy ERC-20 tokens on Ethereum, Base, BNB, Polygon via MCP. One call = deploy…
|
F 34 2⁄5 | ||||||||
| 28039 |
The official Planning Center MCP server for interacting with your ministry's da…
|
F 34 2⁄5 | ||||||||
| 28040 |
Testing publish command
|
F 34 2⁄5 | ||||||||
| 28041 |
Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Ge…
|
F 34 2⁄5 | ||||||||
| 28042 |
The Google for AI agents — company intel, competitor tracking, market research …
|
F 34 2⁄5 | ||||||||
| 28043 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 28044 |
MCP server providing attendance data queries via the CloudTime API.
|
F 34 2⁄5 | ||||||||
| 28045 |
MCP server for MailTempo's public free temporary email inboxes.
|
F 34 2⁄5 | ||||||||
| 28046 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 34 2⁄5 | ||||||||
| 28047 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 28048 |
Generate PDFs from Markdown or HTML. Zero-auth, agent-native. Returns base64-en…
|
F 34 2⁄5 | ||||||||
| 28049 |
Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysi…
|
F 34 2⁄5 | ||||||||
| 28050 |
Stocks, crypto, FX, and portfolio math in one tool — no per-source API juggling.
|
F 34 2⁄5 | ||||||||