MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20451 |
MCP server that exposes actionable Omniboard checks for the current project to …
|
B 75 3⁄3 | ||||||||
| 20452 |
Sephera
Claim
Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
|
B 75 3⁄3 | ||||||||
| 20453 |
Enables LLMs to query and analyze PostgreSQL databases through a controlled int…
|
B 75 4⁄4 | ||||||||
| 20454 |
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
|
B 75 3⁄3 | ||||||||
| 20455 |
Connects BookStack knowledge bases to Claude through 47+ tools covering complet…
|
B 75 4⁄4 | ||||||||
| 20456 |
code-executor-mcp MCP server by MEOK AI Labs
|
B 75 3⁄3 | ||||||||
| 20457 |
glp1search
Claim
GLP-1 provider directory, peptide database, and medication comparison tools.
|
B 75 3⁄3 | ||||||||
| 20458 |
mcp-chat-studio
Claim
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Cl…
|
B 75 4⁄3 | ||||||||
| 20459 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20460 |
Decentralized Git with on-chain governance, bounties, and DAOs. Tools for repos…
|
B 75 3⁄3 | ||||||||
| 20461 |
Vendor status pages, TLS cert inspection, DNS propagation checks, and incident-…
|
B 75 3⁄3 | ||||||||
| 20462 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20463 |
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
|
B 75 3⁄3 | ||||||||
| 20464 |
An MCP server for architectural CAD workflows in ZWCAD with non-uniform block s…
|
B 75 3⁄3 | ||||||||
| 20465 |
A comprehensive MCP server that provides full integration between Claude and To…
|
B 75 4⁄4 | ||||||||
| 20466 |
echo-mcp
Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
|
B 75 4⁄4 | ||||||||
| 20467 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20468 |
The Redis official MCP Server offers an interface to manage and search data in …
|
B 75 4⁄3 | ||||||||
| 20469 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20470 |
UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Exe…
|
B 75 3⁄3 | ||||||||
| 20471 |
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
|
B 75 3⁄3 | ||||||||
| 20472 |
Provides system information through a single tool that returns platform details…
|
B 75 3⁄3 | ||||||||
| 20473 |
mini_claude
Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
|
B 75 4⁄3 | ||||||||
| 20474 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20475 |
54 robust financial calculators based on deterministic mathematical principles.
|
B 75 3⁄3 | ||||||||
| 20476 |
Provides global internet resource intelligence by querying RIRs for IP and ASN …
|
B 75 4⁄4 | ||||||||
| 20477 |
A personalized developer community reader that enables AI assistants to provide…
|
B 75 3⁄3 | ||||||||
| 20478 |
MCP server exposing Spinnaker CD platform via Gate API for pipeline and deploym…
|
B 75 3⁄3 | ||||||||
| 20479 |
Wick
Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
|
B 75 3⁄3 | ||||||||
| 20480 |
Team-aware memory: intent, decisions, real-time conflicts for AI coding assista…
|
B 75 3⁄3 | ||||||||
| 20481 |
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
|
B 75 3⁄3 | ||||||||
| 20482 |
local-mcp
Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
|
B 75 3⁄3 | ||||||||
| 20483 |
Enables AI assistants to compile Delphi projects and single units directly thro…
|
B 75 4⁄3 | ||||||||
| 20484 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20485 |
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
|
B 75 3⁄3 | ||||||||
| 20486 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
|
B 75 3⁄3 | ||||||||
| 20487 |
A persistent, PostgreSQL-backed repository management system and semantic memor…
|
B 75 3⁄3 | ||||||||
| 20488 |
Monarch Money API client with 30 MCP tools for accounts, transactions, budgets,…
|
B 75 4⁄3 | ||||||||
| 20489 |
MCP server for generating and configuring development containers from devcontai…
|
B 75 3⁄3 | ||||||||
| 20490 |
AI smart contract forge — 8-agent security audits, generation, and compilation …
|
B 75 3⁄3 | ||||||||
| 20491 |
claude-homelab
Claim
Comprehensive Agents, Commands, Hooks, and Skills for homelab service managemen…
|
B 75 3⁄3 | ||||||||
| 20492 |
A local-first, no-API-key MCP server that enables LLMs to search the web, fetch…
|
B 75 3⁄3 | ||||||||
| 20493 |
Find where your notes disagree — contradiction detection for markdown vaults.
|
B 75 3⁄3 | ||||||||
| 20494 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20495 |
Teamfight Tactics champion, trait, item, and augment reference. 8 tools with fu…
|
B 75 3⁄3 | ||||||||
| 20496 |
google maps for vibecoders.
|
B 75 3⁄3 | ||||||||
| 20497 |
Read-only MCP over a vault's typed knowledge graph: concept search, contradicti…
|
B 75 3⁄3 | ||||||||
| 20498 |
Enables Claude AI to interact with Viva Engage (Yammer) for browsing communitie…
|
B 75 3⁄3 | ||||||||
| 20499 |
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
|
B 75 4⁄3 | ||||||||
| 20500 |
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
|
B 75 3⁄3 | ||||||||