MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
54 robust financial calculators based on deterministic mathematical principles.
|
B 75 3⁄3 | ||||||||
| 20452 |
NornicDB
Claim
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub…
|
B 75 4⁄3 | ||||||||
| 20453 |
Connects Claude to your Strava account for analyzing training, predicting race …
|
B 75 3⁄3 | ||||||||
| 20454 |
Basecamp-MCP-Server
Claim
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
|
B 75 4⁄4 | ||||||||
| 20455 |
keryx
Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
|
B 75 3⁄3 | ||||||||
| 20456 |
FreeAgent accounting MCP: bank reconciliation, expenses, mileage claims and rec…
|
B 75 3⁄3 | ||||||||
| 20457 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20458 |
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
|
B 75 3⁄3 | ||||||||
| 20459 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20460 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||
| 20461 |
A framework for building simple MCP servers with custom middleware
|
B 75 4⁄3 | ||||||||
| 20462 |
MCP server for the PensionPro pension administration REST API.
|
B 75 3⁄3 | ||||||||
| 20463 |
echo-mcp
Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
|
B 75 4⁄4 | ||||||||
| 20464 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20465 |
Give your AI coding agent direct access to 2,198+ exercises via exerciseapi.dev
|
B 75 3⁄3 | ||||||||
| 20466 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
|
B 75 3⁄3 | ||||||||
| 20467 |
backlog-mcp
Claim
MCP server that gives AI agents structured read/write access to a story-based p…
|
B 75 3⁄3 | ||||||||
| 20468 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20469 |
claude-code-skills
Claim
Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Ag…
|
B 75 3⁄3 | ||||||||
| 20470 |
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
|
B 75 4⁄4 | ||||||||
| 20471 |
Five-level AI collaboration system with persistent memory and anticipatory capa…
|
B 75 4⁄3 | ||||||||
| 20472 |
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
|
B 75 3⁄3 | ||||||||
| 20473 |
Surface forgotten notes from markdown vaults using DMN-inspired replay cycle to…
|
B 75 3⁄3 | ||||||||
| 20474 |
|
B 75 4⁄3 | ||||||||
| 20475 |
MCP server for the SCF Controls Platform — 72 tools for controls, evidence, ris…
|
B 75 3⁄3 | ||||||||
| 20476 |
Dynamic QR codes for AI agents — custom styling, scan tracking, webhooks
|
B 75 4⁄3 | ||||||||
| 20477 |
A persistent, PostgreSQL-backed repository management system and semantic memor…
|
B 75 3⁄3 | ||||||||
| 20478 |
Sephera
Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
|
B 75 3⁄3 | ||||||||
| 20479 |
Anti-detection browser MCP server for AI agents — navigate, interact, and autom…
|
B 75 4⁄4 | ||||||||
| 20480 |
Enables comprehensive chess analysis through Stockfish engine integration, posi…
|
B 75 4⁄4 | ||||||||
| 20481 |
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
|
B 75 3⁄3 | ||||||||
| 20482 |
Provides global internet resource intelligence by querying RIRs for IP and ASN …
|
B 75 4⁄4 | ||||||||
| 20483 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20484 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||
| 20485 |
MCP server for the Portkey AI Gateway Admin API — 150 tools for prompts, config…
|
B 75 4⁄3 | ||||||||
| 20486 |
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
|
B 75 4⁄4 | ||||||||
| 20487 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20488 |
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
|
B 75 4⁄4 | ||||||||
| 20489 |
Coordination layer for AI coding agents working on the same codebase. Adds file…
|
B 75 3⁄3 | ||||||||
| 20490 |
Oracle Cloud Infrastructure MCP server
|
B 75 4⁄3 | ||||||||
| 20491 |
A comprehensive MCP server that provides full integration between Claude and To…
|
B 75 4⁄4 | ||||||||
| 20492 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20493 |
Unofficial PDF toolkit (merge/split/compress/OCR/convert/watermark/protect/...)…
|
B 75 3⁄3 | ||||||||
| 20494 |
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
|
B 75 3⁄3 | ||||||||
| 20495 |
Obsidian vault structural health: broken links, orphans, missing frontmatter, s…
|
B 75 3⁄3 | ||||||||
| 20496 |
Enables Google Developer Experts to report various activities (content creation…
|
B 75 4⁄4 | ||||||||
| 20497 |
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
|
B 75 3⁄3 | ||||||||
| 20498 |
Couchbase Model Context Protocol Server to interact with Couchbase clusters
|
B 75 4⁄3 | ||||||||
| 20499 |
|
B 75 4⁄3 | ||||||||
| 20500 |
Make OpenClaw usable for everyone — setup, manage, and grow it into a practical…
|
B 75 3⁄3 | ||||||||