MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46651 |
ltm
Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
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| 46652 |
Bulwark
Claim
AI agent governance: content scanning, audit logs, policy evaluation, session m…
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| 46653 |
chartwire
Claim
Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from…
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| 46654 |
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
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| 46655 |
nol MCP server -- search, cited Q&A, and pages over your team's knowledge base
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| 46656 |
Influship
Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
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| 46657 |
sparkit-mcp
Claim
MCP server for [SPARKIT](https://sparkit.science), a scientific research agent …
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| 46658 |
inkbloc
Claim
Collaborative document workspace with interactive AI blocks
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| 46659 |
MCP server for data engineering: validation, transformation, visualization, and…
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| 46660 |
agent-wallet-mcp
Claim
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
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| 46661 |
CryptoAgentMail
Claim
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, an…
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| 46662 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
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| 46663 |
rise-mcp
Claim
RISE CRM MCP server — 36 tools across CRM, projects, tickets, finance, sales, H…
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| 46664 |
mcp-code-context
Claim
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
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| 46665 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 46666 |
Classify Polymarket wallets as human or bot, score their trading edge, read ope…
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| 46667 |
Instagram DM MCP Server
Claim
Enables sending and receiving Instagram Direct Messages, managing conversations…
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| 46668 |
mcpwall
Claim
iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everyth…
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| 46669 |
appCN
Claim
Install & correctly use appCN React Native / Expo components, streamed from the…
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| 46670 |
Hawkeye AI Bridge
Claim
Local codebase search for AI assistants via MCP. Requires Hawkeye and Hawkeye A…
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| 46671 |
Model Context Protocol (MCP) server that interacts with Shopify Dev.
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| 46672 |
jaso-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
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| 46673 |
Enables users to access, search, and get recommendations from AWS documentation…
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| 46674 |
claude-code-bridge
Claim
MCP relay so Claude Code agents on different machines can exchange messages via…
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| 46675 |
open-mcp
Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
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| 46676 |
An MCP server that generates comprehensive AI-powered investor pitch decks for …
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| 46677 |
danish-law-mcp
Claim
Query Danish laws and regulations, EU cross-references, case law, and preparato…
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| 46678 |
Renewly
Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
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| 46679 |
Ready APIs
Claim
121 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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| 46680 |
wsdot-mcp-server
Claim
WA highway conditions, ferry schedules, vessel locations, toll rates, and borde…
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| 46681 |
Enables AI agents to track and manage product development projects through stru…
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| 46682 |
root-signals-mcp
Claim
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| 46683 |
live-music
Claim
AI agents experience music as math — stream concerts, react, chat, upgrade tier…
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| 46684 |
NYC FHV Intelligence API
Claim
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead…
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| 46685 |
zt
Claim
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| 46686 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 46687 |
Ra Pay
Claim
Send fiat payments via MCP with two-step confirmation and Stripe Connect.
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| 46688 |
mcp-server-freesearch
Claim
A free search MCP server powered by SearXNG, offering various search types with…
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| 46689 |
Granola
Claim
Summarize meetings into actionable notes automatically. Enhance productivity by…
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| 46690 |
pruna
Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
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| 46691 |
gocertius
Claim
GoCertius MCP — certified evidence, dossiers, notifications and chats from EAD …
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| 46692 |
ClearMarket
Claim
Reference data for prediction markets: graded resolution clarity, cross-venue l…
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| 46693 |
gread
Claim
An MCP server that gives your AI access to the source code and docs of all publ…
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| 46694 |
Barcode generation API for AI agents. Generate EAN-13, UPC-A, Code128, and Code…
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| 46695 |
mcp-memory-graph
Claim
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
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| 46696 |
Base MCP Server
Claim
Enables AI applications to interact with the Base blockchain network and Coinba…
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| 46697 |
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
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| 46698 |
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
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| 46699 |
toolpiper
Claim
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automatio…
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| 46700 |
Source-backed crypto market intelligence, evidence, watchlists, and feedback to…
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