MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26551 |
Enables conversational automation of HPE Aruba Central network operations throu…
|
B 72 3⁄4 | ||||||||
| 26552 |
claude-wilder-mcp
Claim
Description: AI-authored book and software reviews, plus news and data investig…
|
B 72 3⁄4 | ||||||||
| 26553 |
A browser-accessible Model Context Protocol server that enables AI assistants t…
|
B 72 3⁄4 | ||||||||
| 26554 |
nash-arena
Claim
A Chess and Card Game Arena For LLM, Agents can battle in game by mcp
|
B 72 3⁄4 | ||||||||
| 26555 |
A production-grade MCP server for FIX protocol trading operations that enables …
|
B 72 3⁄4 | ||||||||
| 26556 |
Cloud-hosted MCP server for URnetwork VPN and Proxy
|
B 72 2⁄5 | ||||||||
| 26557 |
Connect AI agents to A2A Market — publish procurement intents, discover supplie…
|
B 72 3⁄4 | ||||||||
| 26558 |
MCP Server for AI agents to discover and call pay-per-request APIs via EntRoute…
|
B 72 3⁄4 | ||||||||
| 26559 |
care-membrane-mcp MCP server by MEOK AI Labs
|
B 72 3⁄4 | ||||||||
| 26560 |
Model Runner
Claim
Provides a unified MCP interface for running completions, embeddings, image gen…
|
B 72 3⁄4 | ||||||||
| 26561 |
Remote MCP server that auto-generates tools from NocoBase OpenAPI specs to enab…
|
B 72 3⁄4 | ||||||||
| 26562 |
Freelance business manager — clients, proposals, invoices, time tracking, scope…
|
B 72 2⁄5 | ||||||||
| 26563 |
A Model Context Protocol server for the resQ emergency response system that int…
|
B 72 3⁄4 | ||||||||
| 26564 |
Enables browsing Material Design 3 documentation by listing top-level sections …
|
B 72 3⁄4 | ||||||||
| 26565 |
MCP server that enables searching Steam games, fetching user reviews with filte…
|
B 72 3⁄4 | ||||||||
| 26566 |
MCP server for US nursing facility search and ownership lookup (NursingHomeData…
|
B 72 2⁄4 | ||||||||
| 26567 |
A lightweight server that exports CAMEL framework toolkits as MCP-compatible to…
|
B 72 3⁄4 | ||||||||
| 26568 |
Serves portable behavioral identity models via MCP.
Extracts how a person thin…
|
B 72 3⁄4 | ||||||||
| 26569 |
Enables comprehensive interaction with Discord servers to manage guilds, channe…
|
B 72 3⁄4 | ||||||||
| 26570 |
MCP Decoy Server
Claim
A deception-based threat detection server that impersonates enterprise MCP inte…
|
B 72 3⁄4 | ||||||||
| 26571 |
MCP server for StudioMeyer Academy that connects Claude Code, Cursor, or Claude…
|
B 72 3⁄4 | ||||||||
| 26572 |
An MCP server that enables automated analysis and conversion of SSIS packages i…
|
B 72 3⁄4 | ||||||||
| 26573 |
agentoracle-mcp
Claim
MCP server that connects AI assistants (Claude, Cursor, Windsurf) to AgentOracl…
|
B 72 3⁄4 | ||||||||
| 26574 |
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
|
B 72 3⁄4 | ||||||||
| 26575 |
OpenCode MCP Gateway
Claim
Exposes local OpenCode instances as remote MCP servers for Claude and ChatGPT, …
|
B 72 3⁄4 | ||||||||
| 26576 |
Shelby docs MCP
Claim
A read-only MCP server that provides searchable access to the Shelby documentat…
|
B 71 3⁄4 | ||||||||
| 26577 |
happy-thoughts
Claim
Pay-per-thought AI second opinions for autonomous agents. Agents pay 0.01–0.20 …
|
B 71 3⁄4 | ||||||||
| 26578 |
Certified AI agent package marketplace. Browse and install verified packages fo…
|
B 71 3⁄4 | ||||||||
| 26579 |
The Agent-Native Marketplace — where AI agents discover, negotiate, and purchas…
|
B 71 3⁄4 | ||||||||
| 26580 |
Provides access to KfW funding programs for residential building energy efficie…
|
B 71 3⁄4 | ||||||||
| 26581 |
A unified API provisioning layer that provides AI agents with access to multipl…
|
B 71 3⁄4 | ||||||||
| 26582 |
An MCP server that enables AI agents to discover restaurants and place food del…
|
B 71 3⁄4 | ||||||||
| 26583 |
Supabase MCP Server
Claim
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
|
B 71 3⁄4 | ||||||||
| 26584 |
Enables AI assistants to query and explore distributed data across EdgeLake nod…
|
B 71 3⁄4 | ||||||||
| 26585 |
Bitget MCP Server
Claim
The official Bitget MCP (Model Context Protocol) server. Gives AI assistants di…
|
B 71 3⁄4 | ||||||||
| 26586 |
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
|
B 71 3⁄4 | ||||||||
| 26587 |
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
|
B 71 3⁄4 | ||||||||
| 26588 |
A read-only MCP server that enables users to analyze their real bank, credit ca…
|
B 71 3⁄4 | ||||||||
| 26589 |
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + b…
|
B 71 3⁄4 | ||||||||
| 26590 |
An MCP server for interacting with Discord.
|
B 71 3⁄4 | ||||||||
| 26591 |
Sleep disruption cause classifier using The Longevity Vault's 5-cause framework…
|
B 71 3⁄4 | ||||||||
| 26592 |
MCP for CanLII: Canadian case law and legislation metadata (federal, provincial…
|
B 71 3⁄4 | ||||||||
| 26593 |
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
|
B 71 3⁄4 | ||||||||
| 26594 |
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
|
B 71 3⁄4 | ||||||||
| 26595 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
B 71 3⁄4 | ||||||||
| 26596 |
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
|
B 71 3⁄4 | ||||||||
| 26597 |
Audit any website for privacy, security, accessibility, and performance issues …
|
B 71 3⁄4 | ||||||||
| 26598 |
Hive Civilization Server
Claim
Here's the description to paste into Glama when you submit:
Hive Civilization …
|
B 71 3⁄4 | ||||||||
| 26599 |
Connect Claude, Cursor, and other AI assistants to your Testmo test management …
|
B 71 3⁄4 | ||||||||
| 26600 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
|
B 71 3⁄4 | ||||||||