MCP Server Quality Scores
Independent quality analysis of 44526 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2401 |
Provides real-time and historical Formula 1 racing data through the Model Conte…
|
B 78 5⁄5 | ||||||||
| 2402 |
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
|
B 78 6⁄4 | ||||||||
| 2403 |
Enables AI assistants to execute predefined developer commands and manage long-…
|
B 78 5⁄4 | ||||||||
| 2404 |
Enables AI models to interact with the Lightning Network by providing an MCP-co…
|
B 78 5⁄5 | ||||||||
| 2405 |
IDAssistMCP
Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
B 78 5⁄4 | ||||||||
| 2406 |
Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-pr…
|
B 78 5⁄5 | ||||||||
| 2407 |
Provides AI agents with real-time vision and control over Android devices throu…
|
B 78 5⁄5 | ||||||||
| 2408 |
Enables AI assistants to interact with the M-Team private torrent tracker API f…
|
B 78 5⁄5 | ||||||||
| 2409 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 78 5⁄5 | ||||||||
| 2410 |
WhaTap MXQL CLI
Claim
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
|
B 78 5⁄5 | ||||||||
| 2411 |
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
|
B 78 5⁄5 | ||||||||
| 2412 |
archy
|
B 78 5⁄5 | ||||||||
| 2413 |
Enables remote file system operations (read/write files, manage directories, se…
|
B 78 5⁄5 | ||||||||
| 2414 |
lucid-mcp
Claim
AI-native data analysis agent as an MCP Server.
Connect your Excel files, CSVs…
|
B 78 5⁄4 | ||||||||
| 2415 |
A Model Context Protocol server that allows displaying messages via polybar sta…
|
B 78 5⁄5 | ||||||||
| 2416 |
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
|
B 78 6⁄6 | ||||||||
| 2417 |
Extracts clean markdown content from web pages using Playwright, automatically …
|
B 78 5⁄5 | ||||||||
| 2418 |
Provides access to the HUMMBL Base120 framework of 120 validated mental models …
|
B 78 5⁄5 | ||||||||
| 2419 |
Mnemos
Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
|
B 78 5⁄4 | ||||||||
| 2420 |
MCP server for real-time access to the Gunsnation firearms catalog and specific…
|
B 78 4⁄4 | ||||||||
| 2421 |
Manages agent certification by tracking trust scores, capabilities, and test re…
|
B 78 5⁄5 | ||||||||
| 2422 |
Provides advanced system monitoring and file search capabilities for macOS, all…
|
B 78 5⁄5 | ||||||||
| 2423 |
Enables AI assistants to interact with the Onboarded platform through automatic…
|
B 78 5⁄4 | ||||||||
| 2424 |
Provides AI assistants with access to real-time Brawl Stars game data including…
|
B 78 5⁄5 | ||||||||
| 2425 |
A comprehensive server that enables sophisticated interactions with PocketBase …
|
B 78 5⁄5 | ||||||||
| 2426 |
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
|
B 78 5⁄4 | ||||||||
| 2427 |
Creates deterministic, auditable vector databases from any content source with …
|
B 78 5⁄5 | ||||||||
| 2428 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 2429 |
MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performan…
|
B 78 5⁄5 | ||||||||
| 2430 |
Intelligent search capabilities to let every model and client use [Claude Agent…
|
B 78 5⁄5 | ||||||||
| 2431 |
context-harness
Claim
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
|
B 78 5⁄4 | ||||||||
| 2432 |
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
|
B 78 5⁄4 | ||||||||
| 2433 |
MCP server for broadcasting signed raw transactions to multiple blockchains via…
|
B 78 6⁄4 | ||||||||
| 2434 |
Integrates with the Strava API to allow AI assistants to access fitness data in…
|
B 78 5⁄5 | ||||||||
| 2435 |
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
|
B 78 5⁄5 | ||||||||
| 2436 |
Provides access to a suite of Nordic data tools covering Danish business record…
|
B 78 5⁄5 | ||||||||
| 2437 |
Provides comprehensive access to the W3C WAI-ARIA specification for querying ro…
|
B 78 5⁄5 | ||||||||
| 2438 |
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
|
B 78 6⁄6 | ||||||||
| 2439 |
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
|
B 78 5⁄5 | ||||||||
| 2440 |
Enables AI assistants to automatically inspect and analyze application runtime …
|
B 78 5⁄5 | ||||||||
| 2441 |
Graph based reasoning
Claim
Enable advanced AI reasoning workflows using graph-based thought representation…
|
B 78 5⁄4 | ||||||||
| 2442 |
Provides persistent, semantic memory storage for LLMs across sessions using vec…
|
B 78 5⁄4 | ||||||||
| 2443 |
A free and unlimited web search server that enables AI models to search, crawl,…
|
B 78 5⁄5 | ||||||||
| 2444 |
Provides Todoist task management capabilities to AI assistants through the Mode…
|
B 78 5⁄4 | ||||||||
| 2445 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum, a Discourse-based community for US credit…
|
B 78 5⁄5 | ||||||||
| 2446 |
Enables intelligent semantic conversation routing that automatically branches, …
|
B 78 5⁄5 | ||||||||
| 2447 |
Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era developm…
|
B 78 5⁄4 | ||||||||
| 2448 |
A specialized server that provides backup and restoration capabilities for AI a…
|
B 78 5⁄5 | ||||||||
| 2449 |
An MCP server that provides Fantasy Premier League analysis and strategy tools.
|
B 78 5⁄4 | ||||||||
| 2450 |
Transform OpenAPI specifications into production-ready MCP servers with AI-po…
|
B 78 5⁄4 | ||||||||