MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 8 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48451 |
upnote-mcp
Claim
Enables AI agents to read and write UpNote notes locally via SQLite and URL sch…
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| 48452 |
Lore Agent
Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
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| 48453 |
Enables Claude to interact with Google Workspace services including Gmail, Driv…
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| 48454 |
Modal MCP Server
Claim
Connects AI agents to Modal.com infrastructure, allowing management of deployme…
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| 48455 |
RepScale
Claim
Research B2B prospects, get the recommended sales angle, and prep for meetings …
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| 48456 |
mcp-ssh-server
Claim
Bridges VS Code on Windows with remote Linux servers via SSH, enabling AI assis…
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| 48457 |
CourtVision Rules MCP
Claim
Turns official pickleball scoring rules into callable tools for LLMs to track l…
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| 48458 |
@gstcranes/mcp-server
Claim
Provides access to public GST Cranes resources including company records, Crane…
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| 48459 |
cli-use
Claim
Turn any MCP server into a CLI in one command.
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| 48460 |
AgenticBI
Claim
Connect your business data to any MCP client. AgenticBI agents find the right d…
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| 48461 |
thebrain-mcp-server
Claim
Wraps TheBrain knowledge graph as an MCP server, enabling AI assistants to sear…
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| 48462 |
linear-mcp
Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
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| 48463 |
An MCP server that lets an AI agent read your portfolio, place paper trades, an…
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| 48464 |
Meal Planner MCP
Claim
Plans a week of meals from a local recipe library, optimizing for shared ingred…
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| 48465 |
apple-mcp
Claim
A unified MCP server for macOS native apps, currently supporting Calendar and R…
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| 48466 |
A comprehensive MCP server for PowerPoint manipulation enabling users to create…
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| 48467 |
Wiro MCP Server
Claim
Official MCP server for Wiro AI that provides access to hundreds of AI models f…
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| 48468 |
pipeworx gateway
Claim
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
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| 48469 |
nd-quirks
Claim
An MCP Server that leverages notes written in Markdown, tailored for developing…
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| 48470 |
bitbucket-mcp
Claim
Enables AI assistants to programmatically manage Bitbucket Cloud resources, inc…
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| 48471 |
An MCP server that coordinates multiple Claude Code sessions through kitty term…
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| 48472 |
SnapKitty MCP Server
Claim
MCP server exposing tools for WORM chain sealing, sovereign agent creation, Ada…
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| 48473 |
LLM Wiki MCP
Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
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| 48474 |
blop
Claim
MCP-native release confidence control plane that turns browser execution into a…
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| 48475 |
Paraguay SIFEN e-Kuatia: AI agents issue and query electronic invoices, statele…
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| 48476 |
Drive-Time Plotter MCP
Claim
Analyzes traffic patterns throughout the day using Google Maps API and provides…
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| 48477 |
Engram
Claim
Persistent memory for AI agents. Stores verbatim conversation transcripts and m…
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| 48478 |
RedTeam ML API MCP
Claim
Enables security teams to run controlled adversarial penetration tests against …
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| 48479 |
overmind-mcp
Claim
Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.…
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| 48480 |
AppRanks MCP Server
Claim
Provides live App Store rankings, charts, app details, reviews, and search acro…
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| 48481 |
playwright-slim
Claim
Token-optimized Playwright MCP server that reduces context window usage by 73.8…
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| 48482 |
nannylane-mcp
Claim
Unofficial Bun-based MCP server and TypeScript SDK for authenticated Nanny Lane…
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| 48483 |
Context Pilot
Claim
MCP server providing persistent, searchable memory management for AI workflows,…
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| 48484 |
legal-doc-intelligence
Claim
MCP server that analyzes legal documents, extracts key clauses, identifies risk…
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| 48485 |
mcp-horoscope
Claim
Horoscope MCP — wraps the keyless Horoscope App API.
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| 48486 |
open-meteo-mcp-lite
Claim
A lightweight MCP server for Open-Meteo weather API, providing current weather,…
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| 48487 |
Obsidian MCP Server
Claim
Exposes an Obsidian notes vault as MCP services, enabling AI assistants to sear…
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| 48488 |
rustfs-mcp
Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
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| 48489 |
Enables control of TV and air conditioner through natural language commands via…
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| 48490 |
bcs-mcp
Claim
Enables AI assistants to interact with BCS brokerage accounts for portfolio vie…
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| 48491 |
ti4-mcp
Claim
Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, …
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| 48492 |
FlowAPI MCP Server
Claim
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
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| 48493 |
todos
Claim
MCP server for task management, project knowledge, workspace trust, runner sand…
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| 48494 |
runn-mcp
Claim
A generic MCP server that wraps the Runn REST API v1 (read + write) with ID-bas…
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| 48495 |
authn-authz-with-mcps
Claim
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
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| 48496 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 48497 |
mcp-read-pdf
Claim
MCP server to read protected (or unprotected) PDF files, extracting text to a t…
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| 48498 |
Universal Spec Architect
Claim
Enforces a rigorous spec-driven engineering workflow for AI coding assistants, …
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| 48499 |
AegisQuery
Claim
A governed analytics MCP server that provides LLM agents with safe, read-only a…
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| 48500 |
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
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