MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38451 |
Cubiczan MCP Server
Claim
Connects Off Grid mobile app to Cubiczan's multi-agent intelligence, exposing a…
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| 38452 |
Enables querying hockey data from eliteprospects.com, including leagues, teams,…
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| 38453 |
RLM-MCP
Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
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| 38454 |
packmate-mcp
Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
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| 38455 |
MCP server for terminal operations and file editing, enabling AI assistants to …
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| 38456 |
Yandex Delivery MCP
Claim
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
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| 38457 |
PullNexus
Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
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| 38458 |
Brave Search MCP Server
Claim
Provides web and local search capabilities via the Brave Search API, with pagin…
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| 38459 |
Notes MCP Server
Claim
Enables Claude to read and analyze notes from the macOS Notes app, with configu…
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| 38460 |
Stamp it
Claim
An MCP server that adds full-screen text or image watermarks to images with int…
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| 38461 |
Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…
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| 38462 |
MCP Java Backend Suite
Claim
A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…
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| 38463 |
Writeathon MCP Server
Claim
Enables users to interact with the Writeathon platform for managing cards, spac…
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| 38464 |
LLMemory
Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
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| 38465 |
Cost Explorer MCP Server
Claim
Enables analysis of AWS costs and usage through the AWS Cost Explorer API, supp…
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| 38466 |
Kanban Zone MCP Server
Claim
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
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| 38467 |
Manages company document metadata and URLs in a local SQLite database, with aut…
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| 38468 |
lean-reader
Claim
Token-minimized URL-to-clean-text reader for LLMs, with a token-savings receipt.
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| 38469 |
The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate …
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| 38470 |
Brevo MCP Server
Claim
MCP server for Brevo email marketing platform enabling campaign management, ana…
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| 38471 |
firefox-relay-mcp
Claim
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
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| 38472 |
Fpl Universal MCP Server
Claim
Provides a standardized interface for interacting with Fpl's tools and services…
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| 38473 |
shodan-mcp
Claim
Enables searching Shodan for devices and services, and looking up host details,…
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| 38474 |
Enables AI agents to discover and execute tools via a secure MCP server with JW…
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| 38475 |
Provides access to the Human Phenotype Ontology (HPO) API with tools for search…
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| 38476 |
CrazyNinja Odds Devigger
Claim
Calculate conservative and alternative sports betting odds with expected value …
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| 38477 |
LeetCode MCP Server
Claim
An MCP server that provides tools to interact with the LeetCode API, enabling p…
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| 38478 |
hitl-mcp-server
Claim
Bridges Claude Desktop with a HITL escalation service, enabling creation, appro…
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| 38479 |
Nanobanana MCP
Claim
Enables generative AI media tasks like image generation, editing, icon creation…
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| 38480 |
hackerone-mcp
Claim
A local, read-only MCP server that connects your HackerOne researcher account t…
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| 38481 |
Reviewable workspace discovery and private HTML review creation via stdio MCP.
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| 38482 |
iMessage Bridge for Poke
Claim
Enables reading and sending iMessages through Poke via a local Mac server, with…
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| 38483 |
listonic-mcp
Claim
Let your AI manage your real grocery list — unofficial Listonic MCP server
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| 38484 |
Ganty MCP
Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
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| 38485 |
vsphere-mcp
Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
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| 38486 |
SellerGuide MCP Server
Claim
Enables AI assistants to recommend SellerGuide consulting services for marketpl…
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| 38487 |
mcp-server-master
Claim
This repository provides a template for creating MCP servers with Python, inclu…
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| 38488 |
figma-slides-mcp
Claim
MCP server for controlling Figma Slides — create, edit, and screenshot slides f…
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| 38489 |
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
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| 38490 |
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
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| 38491 |
universal-db-mcp
Claim
Security-first MCP server for PostgreSQL, SQLite, MySQL, DuckDB with SQL inject…
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| 38492 |
Fieldnote MCP
Claim
Provides local-first memory storage and retrieval with automatic embedding, vec…
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| 38493 |
iOS App Store revenue & download estimates with confidence labels
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| 38494 |
temporal-mcp
Claim
Provides AI agents with read-only access to Temporal infrastructure through 28 …
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| 38495 |
airbyte-oss-mcp
Claim
Read-only MCP server for self-hosted Airbyte OSS 1.6.x, enabling monitoring of …
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| 38496 |
Auto PPT Generator Agent
Claim
Enables AI-powered generation of PowerPoint presentations with dynamic content,…
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| 38497 |
loadbench-mcp
Claim
An MCP server that provides structural load and stability math (tipping, suppor…
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| 38498 |
todoist-mcp-lite
Claim
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
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| 38499 |
Context Guardian
Claim
MCP server that cuts cloud LLM costs 36-42% by indexing context locally and giv…
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| 38500 |
ServiceNow MCP Server
Claim
Connects Claude Desktop to a ServiceNow instance, enabling natural-language int…
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