MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
Keyless MCP — 36 tools for SAM.gov, USAspending, Federal Register, eCFR, Grants…
|
B 83 3⁄3 | ||||||||
| 19452 |
USASpending.gov
Claim
USASpending.gov federal contracts, subawards, recipients, agencies. 55 tools.
|
B 83 3⁄3 | ||||||||
| 19453 |
Ideogram V3 API — generate, edit, remix, reframe, replace background, upscale i…
|
B 83 3⁄3 | ||||||||
| 19454 |
Open-source self-hosted AI agent runtime and multi-agent framework for autonomo…
|
B 83 3⁄3 | ||||||||
| 19455 |
|
B 83 3⁄3 | ||||||||
| 19456 |
MCP server for OpenRouter management API: credits, key CRUD, activity drill-dow…
|
B 83 3⁄3 | ||||||||
| 19457 |
Color convert, palette, contrast checker for AI agents
|
B 83 3⁄3 | ||||||||
| 19458 |
Refactory
Claim
Hybrid code decomposition — AI plans module boundaries, deterministic engine ha…
|
B 83 3⁄3 | ||||||||
| 19459 |
Payment rails for AI agents — escrow, settlement, discovery, and disputes from …
|
B 83 3⁄3 | ||||||||
| 19460 |
Hosted memory that learns and forgets — feedback re-ranks what helps, recall fa…
|
B 83 3⁄3 | ||||||||
| 19461 |
|
B 83 3⁄3 | ||||||||
| 19462 |
MCP server that closes the feedback loop for AI coding agents — CI monitoring, …
|
B 83 3⁄3 | ||||||||
| 19463 |
Change tracking for AI-era codebases. AI agents call it to log structured chang…
|
B 83 3⁄3 | ||||||||
| 19464 |
Connects AI agents with CrowdStrike Falcon for security analysis and automation.
|
B 83 4⁄4 | ||||||||
| 19465 |
Local MCP server for Hey.com email. Read, search, send, reply, and manage the s…
|
B 83 3⁄3 | ||||||||
| 19466 |
Enables AI assistants to query and inspect IBM DB2 for i databases using read-o…
|
B 83 4⁄4 | ||||||||
| 19467 |
mmc-mcp
Claim
MCP server that lets AI agents execute structured business processes by exposin…
|
B 83 3⁄3 | ||||||||
| 19468 |
Enables AI assistants to create and manipulate pixel art by providing tools for…
|
B 83 3⁄3 | ||||||||
| 19469 |
a mcp server to manage github project's functionality
|
B 83 4⁄3 | ||||||||
| 19470 |
Enables secure remote command execution and file operations over SSH/SFTP with …
|
B 83 3⁄3 | ||||||||
| 19471 |
Comprehensive Git MCP server enabling native git tools including clone, commit,…
|
B 83 4⁄3 | ||||||||
| 19472 |
AI assistant integration for n8n workflow automation through Model Context Prot…
|
B 83 4⁄3 | ||||||||
| 19473 |
MCP server providing 124 tools for censorship intelligence, encrypted agent mes…
|
B 83 3⁄3 | ||||||||
| 19474 |
A comprehensive all-in-one MCP server with 172 tools across 21 categories inclu…
|
B 83 4⁄3 | ||||||||
| 19475 |
ynab-mcp-server
Claim
|
B 83 3⁄3 | ||||||||
| 19476 |
MCP proxy server for NextRole CV tailoring services
|
B 83 3⁄3 | ||||||||
| 19477 |
Contact manager for AI agents with company, tags, and full-text search. Reads a…
|
B 83 3⁄3 | ||||||||
| 19478 |
Transforms Figma design data into a compact, LLM-friendly format for code gener…
|
B 83 3⁄3 | ||||||||
| 19479 |
Secure MCP server for WordPress content management
|
B 83 4⁄3 | ||||||||
| 19480 |
mcpmu
Claim
TUI-based MCP server multiplexer, configure all your MCP's in a single MCP with…
|
B 83 3⁄3 | ||||||||
| 19481 |
Enables interaction with WordPress Gravity Forms through natural language, allo…
|
B 83 4⁄4 | ||||||||
| 19482 |
Connect AI assistants to Odoo ERP systems for business data access, record mana…
|
B 83 4⁄4 | ||||||||
| 19483 |
|
B 83 4⁄3 | ||||||||
| 19484 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||
| 19485 |
Agentic coding harness with persistent memory and a REPL body. Built on Ori Mne…
|
B 82 3⁄3 | ||||||||
| 19486 |
Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 27 tools. UBL 2.1 and CII wire f…
|
B 82 3⁄3 | ||||||||
| 19487 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19488 |
An MCP server that gives AI agents persistent, narrative memory: concepts as no…
|
B 82 3⁄3 | ||||||||
| 19489 |
Causal graph memory engine for AI agents. Scores memories using relevance × con…
|
B 82 3⁄3 | ||||||||
| 19490 |
🚀 Active Fork of executeautomation/mcp-playwright
This repository is an activel…
|
B 82 4⁄3 | ||||||||
| 19491 |
Project memory and scoping engine for AI coding agents. It gives any agent pers…
|
B 82 3⁄3 | ||||||||
| 19492 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19493 |
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
|
B 82 3⁄3 | ||||||||
| 19494 |
Enables Git repository interaction and automation via LLMs, providing tools to …
|
B 82 3⁄3 | ||||||||
| 19495 |
Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…
|
B 82 3⁄3 | ||||||||
| 19496 |
Local-first reusable implementation registry for AI agents and versioned widget…
|
B 82 3⁄3 | ||||||||
| 19497 |
Enables comprehensive Microsoft Dataverse schema management through the Dataver…
|
B 82 4⁄4 | ||||||||
| 19498 |
greenlake-workspaces-mcp
Claim
HPE GreenLake workspaces MCP Server
|
B 82 3⁄3 | ||||||||
| 19499 |
Connects open data to LLMs via MCP, enabling easy access to public datasets and…
|
B 82 3⁄3 | ||||||||
| 19500 |
A lightweight, powerful local memory server for AI agents supporting text, enti…
|
B 82 3⁄3 | ||||||||