MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42551 |
darkside-mcp
Claim
An MCP server that grants AI agents unrestricted file system, Python, and Power…
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| 42552 |
ArchiMate MCP Server
Claim
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
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| 42553 |
A2A GOSCE Agents
Claim
GOSCE Portfolio Router
Single entry point for the GOSCE agent portfolio. Routes…
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| 42554 |
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
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| 42555 |
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
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| 42556 |
apollo-mcp-server
Claim
Enables large language models to query and operate on Apollo Configuration Cent…
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| 42557 |
paperless-ngx-mcp
Claim
Enables Claude AI to interact with Paperless-NGX document management through na…
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| 42558 |
ceph-doc-kb
Claim
Enables semantic and keyword search of Ceph documentation with version-aware, c…
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| 42559 |
agenttrust
Claim
Trust scores & reputation for the agent-to-agent economy. Verify A2A counterpar…
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| 42560 |
This MCP server enables AI-assisted professional profile generation by connecti…
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| 42561 |
DevKits MCP Server
Claim
Provides 12 local developer tools (JSON format, Base64, JWT decode, regex test,…
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| 42562 |
scm-mcp-server
Claim
Exposes Palo Alto Networks Strata Cloud Manager API via MCP, enabling AI assist…
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| 42563 |
val
Claim
QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to g…
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| 42564 |
MCP Mermaid Image Gen
Claim
An MCP server that generates diagrams from Mermaid code in multiple formats (PN…
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| 42565 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
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| 42566 |
open-compute-mcp
Claim
Model-agnostic computer-use tools over MCP, enabling screen capture and automat…
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| 42567 |
mcp-server
Claim
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| 42568 |
Solana Security Standard
Claim
Scan Solana/Anchor code against the Solana Security Standard and serve the rule…
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| 42569 |
nempulse
Claim
Read-only access to Australian NEM grid-scale battery performance, revenue, dis…
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| 42570 |
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
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| 42571 |
Sherweb Platform MCP server to manage subscriptions and orders. Use OpenID Conn…
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| 42572 |
yahoo-finance-mcp-server
Claim
An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials…
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| 42573 |
infinitetalk-mcp
Claim
MCP server for the InfiniteTalk model line, enabling audio-to-video task creati…
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| 42574 |
mcp-blanko
Claim
A TypeScript template for building MCP servers with stdio/SSE transport and eas…
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| 42575 |
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
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| 42576 |
volo-mcp
Claim
Give AI agents the ability to search private jets, compare aircraft, get quotes…
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| 42577 |
foldseek-mcp
Claim
Enables protein structure and sequence searches using FoldSeek, with support fo…
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| 42578 |
arr-mcp
Claim
A remote MCP server for managing your arr stack (Sonarr, Radarr, qBittorrent, S…
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| 42579 |
UVM 1.2 MCP
Claim
Enables Claude to access and search UVM 1.2 source code, class hierarchies, and…
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| 42580 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
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| 42581 |
Provides intelligent web search capabilities using OpenAI's reasoning models, e…
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| 42582 |
toon-mcp
Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
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| 42583 |
Spaceflight News MCP
Claim
Enables AI agents to access spaceflight news data through the Pipeworx MCP gate…
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| 42584 |
Stata Executor MCP
Claim
Enables an agent to execute Stata do scripts or inline commands locally and ret…
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| 42585 |
Enables timezone conversion, astronomical calculations, and date utilities thro…
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| 42586 |
RAGFlow MCP Server
Claim
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
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| 42587 |
gridpane-mcp
Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
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| 42588 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 42589 |
mcp
Claim
Deterministic Chakra UI code from your Shippp design files, straight into your …
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| 42590 |
mcp-server
Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
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| 42591 |
filewash
Claim
Privacy-first file tools for AI agents — PDF & image ops, metadata scrubbing, b…
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| 42592 |
PilotGentic
Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
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| 42593 |
SpecFlow MCP Server
Claim
Provides an AI-driven four-stage software development workflow with role manage…
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| 42594 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 42595 |
work-tracker-mcp
Claim
MCP server that tracks what you are working on. Logs are stored locally as one …
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| 42596 |
CSV parsing API for AI agents. Convert CSV data to JSON array with auto-detecti…
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| 42597 |
RequestBin MCP Server
Claim
Enables AI coding agents to create webhook bins, inspect and replay HTTP reques…
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| 42598 |
manifest-mcp
Claim
Enables AI assistants to read and update a user's personal manifest (portable c…
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| 42599 |
GuruPDF
Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
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| 42600 |
LDAP Assistant MCP
Claim
Enables troubleshooting of LDAP directory services through natural language que…
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