MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 4 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35401 |
ToolMux
Claim
Aggregates multiple MCP servers via a single interface with token optimization …
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| 35402 |
WizTree MCP
Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
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| 35403 |
Socials MCP
Claim
Enables Claude to perform actions on X, LinkedIn, and Reddit via a Chrome exten…
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| 35404 |
A Model Context Protocol server that provides tools for interacting with Yahoo …
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| 35405 |
Image Convertor MCP
Claim
An MCP server that provides comprehensive image conversion and processing tools…
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| 35406 |
PlexMCP
Claim
An MCP server for Plex Media Server that enables natural language interaction w…
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| 35407 |
Ultraner MCP Server
Claim
Enables AI agents to interact with the Ultraner API for creating payments, refu…
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| 35408 |
tuskr-mcp
Claim
MCP server for Tuskr test management that allows browsing, searching, reading, …
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| 35409 |
reportflow-mcp
Claim
Generate PDF reports (invoices, contracts, statements) from [ReportFlow](https:…
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| 35410 |
migas-mcp
Claim
Enables AI assistants to query local Migas meeting transcripts, including searc…
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| 35411 |
Provides tools for semantic decomposition, proof search, knowledge graph operat…
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| 35412 |
A Model Context Protocol server that enables searching, retrieving, creating, a…
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| 35413 |
OdinMCP
Claim
A distributed MCP server framework enabling scalable task execution across mult…
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| 35414 |
portfolio-signals
Claim
Real-time stock quotes and technical signals: RSI, MACD, SMA crossovers via Yah…
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| 35415 |
UNITARES
Claim
Runtime governance for AI-agent fleets that continuously monitors agent health,…
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| 35416 |
mcp-ltm
Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
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| 35417 |
@abdelrahmanhsn/jira-mcp
Claim
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
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| 35418 |
fdl-mcp-server
Claim
Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
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| 35419 |
CC2CC
Claim
Enables file-based agent-to-agent communication between Claude Code instances o…
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| 35420 |
RGate MCP
Claim
Release gate agents call before they tell users a public website is ready to sh…
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| 35421 |
apix420
Claim
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| 35422 |
A Model Context Protocol server that enables interaction with Hadoop Distribute…
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| 35423 |
Dev.to MCP Server
Claim
Enables AI agents to interact with the Dev.to platform through MCP tools, inclu…
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| 35424 |
lucairn-mcp-server
Claim
Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
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| 35425 |
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
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| 35426 |
LLM Hosting Pricing
Claim
LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU searc…
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| 35427 |
cli-mcp
Claim
Provides secure execution of terminal commands (PowerShell, CMD, shell) with co…
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| 35428 |
external-agent-mcp
Claim
Bridges Codex to external CLI coding agents for read-only code analysis and det…
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| 35429 |
mcp-upbank
Claim
Enables querying Up Bank account transactions and spending habits through natur…
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| 35430 |
w3-mcp-server-qdrant
Claim
Python MCP server for vector search using Qdrant vector database and Ollama emb…
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| 35431 |
pilot-shell
Claim
How real engineers run Claude Code: spec-driven planning, enforced TDD, persist…
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| 35432 |
Vault MCP
Claim
Enables LLM agents to securely use credentials like passwords and API keys with…
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| 35433 |
unbrowse-index
Claim
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| 35434 |
Lovable MCP Server
Claim
Enables AI assistants to programmatically generate Lovable Build URLs to create…
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| 35435 |
Via
Claim
Enables routing context and execution across AI tools like Claude, Cursor, Wind…
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| 35436 |
mttrly
Claim
AI-powered incident management and server monitoring via MCP.
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| 35437 |
Five independent news sources (AP, BBC, NPR, Hacker News, Google News) behind o…
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| 35438 |
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
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| 35439 |
mcp-infra
Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
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| 35440 |
CapCut MCP Server
Claim
Enables AI assistants to fully control CapCut video editing projects, including…
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| 35441 |
GetKin MCP Server
Claim
Provides six tools for LLM infrastructure: model recommendation, availability c…
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| 35442 |
kegg-mcp
Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
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| 35443 |
Send and read one-time encrypted secrets with local encryption.
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| 35444 |
reconftw-mcp
Claim
Enables AI assistants to perform reconnaissance tasks using the reconFTW framew…
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| 35445 |
Enables AI assistants to control a browser for web automation tasks like naviga…
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| 35446 |
icloud-mcp
Claim
Enables calendar management with iCloud through CalDAV, allowing users to list,…
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| 35447 |
SpatialLens
Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
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| 35448 |
Datavidence Financials
Claim
Normalized US-GAAP financial statements & fundamentals from SEC EDGAR, as MCP t…
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| 35449 |
Mammoth MCP Server
Claim
Enables LLM agents to interact with the Mammoth Protocol on Solana for discover…
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| 35450 |
ogforge-api
Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
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