MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26651 |
An MCP server that enables automated analysis and conversion of SSIS packages i…
|
B 72 3⁄4 | ||||||||
| 26652 |
A Model Context Protocol server for the resQ emergency response system that int…
|
B 72 3⁄4 | ||||||||
| 26653 |
A utility MCP server providing 10 specialized tools for newsletter content prep…
|
B 72 3⁄4 | ||||||||
| 26654 |
LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest cap…
|
B 72 3⁄4 | ||||||||
| 26655 |
MCP server that enables searching Steam games, fetching user reviews with filte…
|
B 72 3⁄4 | ||||||||
| 26656 |
Cryptographic provenance, bilateral blind reputation scoring, and tamper-eviden…
|
B 72 3⁄4 | ||||||||
| 26657 |
Serves portable behavioral identity models via MCP.
Extracts how a person thin…
|
B 72 3⁄4 | ||||||||
| 26658 |
Enables conversational automation of HPE Aruba Central network operations throu…
|
B 72 3⁄4 | ||||||||
| 26659 |
Enables creating AWS cost estimates through natural language, generating sharea…
|
B 72 3⁄4 | ||||||||
| 26660 |
Enables sending WhatsApp messages and managing Chatmaid account from any MCP-co…
|
B 72 3⁄4 | ||||||||
| 26661 |
nash-arena
Claim
A Chess and Card Game Arena For LLM, Agents can battle in game by mcp
|
B 72 3⁄4 | ||||||||
| 26662 |
happy-thoughts
Claim
Pay-per-thought AI second opinions for autonomous agents. Agents pay 0.01–0.20 …
|
B 71 3⁄4 | ||||||||
| 26663 |
Server that brings World Bank Open Data to AI assistants.
10 tools · Zero authe…
|
B 71 3⁄4 | ||||||||
| 26664 |
Enables AI assistants to query and explore distributed data across EdgeLake nod…
|
B 71 3⁄4 | ||||||||
| 26665 |
Integrates with the quark-auto-save service to automate file saving from Quark …
|
B 71 3⁄4 | ||||||||
| 26666 |
Connect Claude, Cursor, and other AI assistants to your Testmo test management …
|
B 71 3⁄4 | ||||||||
| 26667 |
A read-only MCP server that enables users to analyze their real bank, credit ca…
|
B 71 3⁄4 | ||||||||
| 26668 |
Enables interaction with the Initia blockchain ecosystem across L1 and L2 rollu…
|
B 71 3⁄4 | ||||||||
| 26669 |
MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + b…
|
B 71 3⁄4 | ||||||||
| 26670 |
Enables searching over 5,400 Solana hackathon projects and 84,000 crypto archiv…
|
B 71 3⁄4 | ||||||||
| 26671 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
B 71 3⁄4 | ||||||||
| 26672 |
agent-guard-mcp
Claim
agent-guard-mcp
|
B 71 3⁄4 | ||||||||
| 26673 |
botguard-pro
Claim
Detects bot traffic and wasted spend. Input: site_id. Returns trigger and USD l…
|
B 71 3⁄5 | ||||||||
| 26674 |
Tools to manage french shooter and competitions
|
B 71 2⁄5 | ||||||||
| 26675 |
A Model Context Protocol server that lets Claude query arbitrary webpages with …
|
B 71 3⁄4 | ||||||||
| 26676 |
Shelby docs MCP
Claim
A read-only MCP server that provides searchable access to the Shelby documentat…
|
B 71 3⁄4 | ||||||||
| 26677 |
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
|
B 71 3⁄4 | ||||||||
| 26678 |
Supabase MCP Server
Claim
Enables notes management through MCP integration with a Supabase PostgreSQL dat…
|
B 71 3⁄4 | ||||||||
| 26679 |
A unified API provisioning layer that provides AI agents with access to multipl…
|
B 71 3⁄4 | ||||||||
| 26680 |
Query 13,000+ US consumer lenders with eligibility criteria, rates, CFPB compla…
|
B 71 3⁄4 | ||||||||
| 26681 |
Certified AI agent package marketplace. Browse and install verified packages fo…
|
B 71 3⁄4 | ||||||||
| 26682 |
Provides AI assistants with real-time access to Shopify store analytics, sales …
|
B 71 3⁄4 | ||||||||
| 26683 |
Parse Receipts
|
B 71 3⁄4 | ||||||||
| 26684 |
Agent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, …
|
B 71 3⁄4 | ||||||||
| 26685 |
SpecBridge MCP
Claim
A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to A…
|
B 71 3⁄4 | ||||||||
| 26686 |
Enables AI agents to interact with ClickUp tasks, spaces, lists, and folders th…
|
B 71 3⁄4 | ||||||||
| 26687 |
Hive Civilization Server
Claim
Here's the description to paste into Glama when you submit:
Hive Civilization …
|
B 71 3⁄4 | ||||||||
| 26688 |
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
|
B 71 3⁄4 | ||||||||
| 26689 |
Audit any website for privacy, security, accessibility, and performance issues …
|
B 71 3⁄4 | ||||||||
| 26690 |
rocketride-server
Claim
MCP server that exposes RocketRide AI pipelines as tools for Claude, Cursor, an…
|
B 71 3⁄4 | ||||||||
| 26691 |
Enables AI assistants to resurrect expired domains by fetching archived URLs, s…
|
B 71 3⁄4 | ||||||||
| 26692 |
Provides 77 tools for AI agent communication, enabling agents to manage emails,…
|
B 71 3⁄4 | ||||||||
| 26693 |
VMware Aria Operations monitoring — performance metrics, alarms, capacity analy…
|
B 71 3⁄4 | ||||||||
| 26694 |
Russian counterparty due diligence — INN/OGRN lookup against EGRUL/EGRIP, bankr…
|
B 71 3⁄4 | ||||||||
| 26695 |
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
|
B 71 3⁄4 | ||||||||
| 26696 |
Provides access to KfW funding programs for residential building energy efficie…
|
B 71 3⁄4 | ||||||||
| 26697 |
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
|
B 71 3⁄4 | ||||||||
| 26698 |
An MCP server for interacting with Discord.
|
B 71 3⁄4 | ||||||||
| 26699 |
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
|
B 71 3⁄4 | ||||||||
| 26700 |
An MCP server that enables AI agents to discover restaurants and place food del…
|
B 71 3⁄4 | ||||||||