MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58301 |
encoder-ai-mcp
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encoder-ai-mcp MCP server by MEOK AI Labs
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| 58302 |
substack-publisher-mcp
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MCP server for Substack's official Publisher API that enables querying post ana…
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| 58303 |
WebLens
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Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
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| 58304 |
dagu
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Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
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| 58305 |
ARCO MCP
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Server for redacting, validating, and auditing ARCO rights requests under Mexic…
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| 58306 |
Italy Transfers
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Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
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| 58307 |
Demo MCP Server
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Minimal FastMCP Python server demonstrating basic MCP functionality with a cows…
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| 58308 |
Volatility MCP Server
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Enables automated memory forensics analysis using Volatility 3, supporting Wind…
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| 58309 |
pwndbg-mcp
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An MCP tool that enables AI agents to debug ELF binaries, particularly for CTF …
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| 58310 |
semhood
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AST-based semantic code search; results ship with their call graph (calls + cal…
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| 58311 |
TMS Development Wizard
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Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 58312 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 58313 |
CodeRifts API Governance
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An MCP server providing risk-aware API governance tools for AI agents. Agents c…
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| 58314 |
AEM DEV MCP Server
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Enables AI agents to manage Adobe Experience Manager instances, including OSGi …
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| 58315 |
UpToCode
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Evidence-backed architecture-quality analysis for Python agent applications.
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| 58316 |
nano-banana-mcp
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MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 58317 |
agentops_mcp_server
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Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
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| 58318 |
OpenClaude MCP Server
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A high-performance control plane for Ollama-based local LLM sessions with backg…
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| 58319 |
AI-driven portfolio dashboard and MCP server for the Casper blockchain, enablin…
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| 58320 |
infoset-mcp
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MCP server for Infoset CRM that enables AI assistants to manage tickets, contac…
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| 58321 |
Pinecone MCP Server
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Enables interaction with Pinecone vector databases for storing and searching em…
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| 58322 |
MCP server providing OpenFeature SDK installation guides and OFREP flag evaluat…
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| 58323 |
IPMentor
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Provides verified IPv4 subnet calculations, IP analysis, and network diagram ge…
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| 58324 |
getxapi-mcp
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The official GetXAPI MCP server. Give your AI assistant direct access to the Tw…
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| 58325 |
GrowthToolkit MCP Server
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Gives AI assistants the power to find verified emails, phone numbers, and rich …
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| 58326 |
Google MCP Server
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Integrates with Google Docs and Gmail to append content to documents and create…
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| 58327 |
code-search
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Enables semantic code search across indexed code folders using vector embedding…
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| 58328 |
genlayer-docs-mcp
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Enables AI assistants to search, retrieve, and browse GenLayer documentation th…
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| 58329 |
Obsidian Readonly MCP
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Read-only MCP server for querying a running Obsidian vault from agentic runtime…
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| 58330 |
Provides access to earthquake data from the Thai Meteorological Department (TMD…
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| 58331 |
codegraph
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Provides AI agents with a function-level dependency graph of the codebase throu…
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| 58332 |
uk-aml-mcp
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| 58333 |
web-search
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Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
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| 58334 |
Scout MCP Server
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Provides coding agents with live web capabilities including web search, scrapin…
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| 58335 |
Enables interaction with Adobe Commerce Catalog Services to retrieve product va…
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| 58336 |
ContextForge MCP Server
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Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
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| 58337 |
promptpack
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Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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| 58338 |
Cerevox MCP Server
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Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 58339 |
OctoTrip Rental Cars
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Free, no-login rental car search with real-time pricing.
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| 58340 |
eds-mcp-server
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Enables AI agents to access design system tokens and component contracts throug…
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| 58341 |
veragent-mcp
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Enables checking trust of MCP tools before installation, listing trusted tools,…
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| 58342 |
hk-law-mcp-server
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MCP server providing access to Hong Kong law and security data, including Forei…
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| 58343 |
Playwright MCP
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Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 58344 |
Acorn Reply
Claim
Read and edit your Acorn Reply knowledge base from any MCP client.
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| 58345 |
newrelic-mcp
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Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
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| 58346 |
Lab Registry Server
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Enables MCP clients to discover and fetch skills, agents, commands, and hooks f…
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| 58347 |
video-studio-mcp
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MCP server enabling AI agents to generate AI videos and images, analyze video c…
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| 58348 |
plutio-mcp
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Enables Claude and other MCP clients to interact with Plutio's business platfor…
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| 58349 |
backup-ai-mcp
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backup-ai-mcp MCP server by MEOK AI Labs
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| 58350 |
aps-mcp-server-nodejs
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Provides access to Autodesk Platform Services API, enabling interaction with AC…
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