MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19601 |
MCP server that exposes PostgreSQL database operations via psycopg2, including …
|
B 81 3⁄3 | ||||||||
| 19602 |
Diablo II Resurrected modding toolkit — character builder, mod build/deploy pip…
|
B 81 3⁄3 | ||||||||
| 19603 |
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via m…
|
B 81 3⁄3 | ||||||||
| 19604 |
SWI-Prolog execution for LLMs with CLP(FD), negation-as-failure, and recursion.…
|
B 81 3⁄3 | ||||||||
| 19605 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19606 |
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
|
B 81 3⁄3 | ||||||||
| 19607 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19608 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||
| 19609 |
101 tools for WooCommerce store management with field filtering and guided prom…
|
B 81 4⁄3 | ||||||||
| 19610 |
Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…
|
B 81 4⁄4 | ||||||||
| 19611 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19612 |
MCP server for TNL (Typed Natural Language): per-feature English contracts for …
|
B 81 3⁄3 | ||||||||
| 19613 |
MCP server for Commodore 64 Ultimate hardware and VICE emulator control.
|
B 81 3⁄3 | ||||||||
| 19614 |
MCP-native, local-first memory for coding agents that turns coding sessions int…
|
B 81 3⁄3 | ||||||||
| 19615 |
Pseudonymizes sensitive data before it reaches cloud LLMs and restores it on th…
|
B 81 3⁄3 | ||||||||
| 19616 |
HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for liter…
|
B 81 3⁄3 | ||||||||
| 19617 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19618 |
An MCP server that exposes 16 free investment-research signals (insider trades,…
|
B 81 3⁄3 | ||||||||
| 19619 |
Combines hiring and tech-stack signals into one composite GTM score. Clay-ready…
|
B 81 3⁄3 | ||||||||
| 19620 |
A visual designer pen for Claude Code that lets users click, drag, or draw on w…
|
B 81 3⁄3 | ||||||||
| 19621 |
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdi…
|
B 81 3⁄3 | ||||||||
| 19622 |
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database…
|
B 81 4⁄3 | ||||||||
| 19623 |
MCP server providing access to the Flightradar24 API for real-time and historic…
|
B 81 4⁄3 | ||||||||
| 19624 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19625 |
Matlab MCP Server in python
|
B 81 3⁄3 | ||||||||
| 19626 |
Octopus Deploy Official MCP Server
|
B 81 4⁄4 | ||||||||
| 19627 |
An MCP server to autonomously launch, manage, and shutdown local mlx-lm instanc…
|
B 81 3⁄3 | ||||||||
| 19628 |
CallRail REST API v3 integration with 49 tools for call tracking, form submissi…
|
B 81 3⁄3 | ||||||||
| 19629 |
Ranked local code-graph context for AI coding agents. Intercepts reads + greps.…
|
B 81 3⁄3 | ||||||||
| 19630 |
OpenAPI definitions, converters and LLM function calling schema composer.
|
B 81 4⁄3 | ||||||||
| 19631 |
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19632 |
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
|
B 81 4⁄4 | ||||||||
| 19633 |
Formally verified AI safety APIs. 75+ endpoints, pay-per-call via USDC x402, no…
|
B 81 3⁄3 | ||||||||
| 19634 |
Runtime security for AI agent commerce. CLI + MCP server blocks hallucinated pu…
|
B 81 3⁄3 | ||||||||
| 19635 |
Azure + GCP cost management: spending, forecasts, anomalies, budgets, idle reso…
|
B 81 3⁄3 | ||||||||
| 19636 |
Persistent code indexing for AI assistants. 50x less context than grep. 11 lang…
|
B 81 4⁄3 | ||||||||
| 19637 |
MCP Cloudflare
Claim
Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
|
B 81 4⁄3 | ||||||||
| 19638 |
Email inbox placement testing across Gmail, Outlook, Yahoo, Mail.ru and Yandex.…
|
B 81 3⁄3 | ||||||||
| 19639 |
An MCP server for academic paper search that integrates with AI assistants (e.g…
|
B 81 3⁄3 | ||||||||
| 19640 |
MCP server connecting AI assistants to eToro for portfolio analysis, market res…
|
B 81 3⁄3 | ||||||||
| 19641 |
An MCP server that allows AI agents to interact with and debug Tauri applicatio…
|
B 81 4⁄3 | ||||||||
| 19642 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19643 |
The open-source memory operating system for AI agents. Persistent memory, seman…
|
B 81 3⁄3 | ||||||||
| 19644 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19645 |
Cognio
Claim
Persistent semantic memory server for AI assistants via MCP, enabling long-term…
|
B 81 4⁄3 | ||||||||
| 19646 |
Playwright for the entire OS. Gives AI agents the ability to see, find, and int…
|
B 81 3⁄3 | ||||||||
| 19647 |
MCP server for Google Search Console, enabling querying search analytics, URL i…
|
B 81 3⁄3 | ||||||||
| 19648 |
Deploy Claude-generated websites to EliteSpec hosting in one tool call. deploy_…
|
B 81 3⁄3 | ||||||||
| 19649 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19650 |
Form builder and response collector for AI agents. Reads are free, writes requi…
|
B 81 3⁄3 | ||||||||