MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3401 |
Enables AI agents to securely read and extract information from PDF files inclu…
|
B 76 5⁄5 | ||||||||
| 3402 |
MCP Server for managing & interacting with Open Source NGFW OPNSense via Natura…
|
B 76 5⁄4 | ||||||||
| 3403 |
Generate, randomize, explain, and manage u-he synthesizer presets via the Model…
|
B 76 5⁄4 | ||||||||
| 3404 |
Enables AI assistants to interact with the Google Blogger API v3 to manage blog…
|
B 76 5⁄5 | ||||||||
| 3405 |
Complete Google Maps integration with 8 tools including geocoding, places searc…
|
B 76 5⁄5 | ||||||||
| 3406 |
A unified MCP server that aggregates 32 sports API providers into a single serv…
|
B 76 4⁄4 | ||||||||
| 3407 |
Stripe payouts, Shopify orders, and bank transactions unified for reconciliatio…
|
B 76 5⁄4 | ||||||||
| 3408 |
Enables AI assistants to analyze GitHub repository structures and read file con…
|
B 76 5⁄5 | ||||||||
| 3409 |
mcp-metricool
|
B 76 5⁄5 | ||||||||
| 3410 |
A Node.js-based remote Model Context Protocol (MCP) server that runs on Azure C…
|
B 76 5⁄5 | ||||||||
| 3411 |
Connects Claude Desktop to a RAGBrain knowledge base to enable semantic search,…
|
B 76 5⁄5 | ||||||||
| 3412 |
Enables natural language search and exploration of KiCad component symbol libra…
|
B 76 5⁄4 | ||||||||
| 3413 |
Enables AI assistants to interact with DDEV local development environments by q…
|
B 76 5⁄4 | ||||||||
| 3414 |
A Model Context Protocol server that enables AI assistants to search, read, and…
|
B 76 5⁄5 | ||||||||
| 3415 |
Binspire MCP
Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
|
B 76 5⁄5 | ||||||||
| 3416 |
Dynamic tools to automate tasks on LinkedIn website.
|
B 76 5⁄5 | ||||||||
| 3417 |
Enables batch audio processing and optimization using FFmpeg with preset config…
|
B 76 5⁄4 | ||||||||
| 3418 |
Provides access to comprehensive U.S. economic data including GDP, personal inc…
|
B 76 5⁄5 | ||||||||
| 3419 |
Codebase Memory
Claim
Persistent codebase knowledge graph. Survives session restarts and context comp…
|
B 76 5⁄4 | ||||||||
| 3420 |
Provides web content fetching capabilities using Playwright browser automation,…
|
B 76 5⁄5 | ||||||||
| 3421 |
coti-mcp
Claim
|
B 76 5⁄4 | ||||||||
| 3422 |
Provides intelligent manuscript analysis and writing assistance for markdown pr…
|
B 76 5⁄5 | ||||||||
| 3423 |
Provides persistent memory functionality for AI conversations by creating, mana…
|
B 76 5⁄4 | ||||||||
| 3424 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3425 |
A Model Context Protocol server that provides DeepL translation capabilities, a…
|
B 76 5⁄5 | ||||||||
| 3426 |
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
|
B 76 5⁄4 | ||||||||
| 3427 |
Anybox MCP Server
Claim
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
|
B 76 5⁄4 | ||||||||
| 3428 |
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
|
B 76 5⁄5 | ||||||||
| 3429 |
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
|
B 76 5⁄4 | ||||||||
| 3430 |
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
|
B 76 5⁄5 | ||||||||
| 3431 |
An intelligent MCP server that enables seamless restarting of Claude's MCP hand…
|
B 76 5⁄4 | ||||||||
| 3432 |
MCP server for Coda.io — docs, pages, tables, rows, formulas, and automations.
|
B 76 5⁄4 | ||||||||
| 3433 |
Website Generator
Claim
Website Generator
|
B 76 5⁄4 | ||||||||
| 3434 |
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
|
B 76 5⁄4 | ||||||||
| 3435 |
An MCP server built on ableton-js enables AI assistants to control Ableton Live…
|
B 76 5⁄5 | ||||||||
| 3436 |
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
|
B 76 5⁄5 | ||||||||
| 3437 |
|
B 76 5⁄4 | ||||||||
| 3438 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3439 |
Official MCP server for managing Searchcraft clusters, creating a search index,…
|
B 76 5⁄5 | ||||||||
| 3440 |
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
|
B 76 5⁄5 | ||||||||
| 3441 |
Zero-dependency macOS desktop automation for AI agents. 18 tools via MCP. macOS…
|
B 76 5⁄4 | ||||||||
| 3442 |
Nyko MCP Server
Claim
Provides production-ready implementation patterns for features like authenticat…
|
B 76 5⁄5 | ||||||||
| 3443 |
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
|
B 76 5⁄4 | ||||||||
| 3444 |
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
|
B 76 5⁄5 | ||||||||
| 3445 |
Enables programmatic creation and management of draw.io diagrams through MCP to…
|
B 76 5⁄4 | ||||||||
| 3446 |
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
|
B 76 5⁄4 | ||||||||
| 3447 |
An MCP server providing AI assistants with 149 tools to fully control the Godot…
|
B 76 5⁄5 | ||||||||
| 3448 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||
| 3449 |
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
|
B 76 5⁄4 | ||||||||
| 3450 |
Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime
…
|
B 76 5⁄4 | ||||||||