MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56401 |
News Volume API
Claim
News article mention volume trends for any topic. Free key at trendsapi.ai
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| 56402 |
keyshade-mcp
Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
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| 56403 |
fortigate-mcp
Claim
Connects Claude Desktop to FortiGate firewalls via REST API for read-only confi…
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| 56404 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 56405 |
tidebase
Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
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| 56406 |
Maya MCP
Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
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| 56407 |
bash-mcp
Claim
Enables executing shell commands without permission prompts, including running …
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| 56408 |
flin-google-ads-mcp
Claim
Read-only MCP server for Google Ads, enabling querying campaigns, ad groups, ad…
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| 56409 |
The public record of local government: what your officials actually say and do,…
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| 56410 |
AgentCrush
Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
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| 56411 |
Sense
Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
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| 56412 |
Bourdon
Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
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| 56413 |
mcpspend
Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
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| 56414 |
cloudcompare-mcp
Claim
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
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| 56415 |
WhisperGraph
Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
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| 56416 |
deepwiki
Claim
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| 56417 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
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| 56418 |
ABAP MCP Server
Claim
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
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| 56419 |
Australian Tax MCP
Claim
Cited Australian tax answers from 34,500+ ATO documents, legislation and public…
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| 56420 |
Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnbl…
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| 56421 |
Offers AI-powered tools for Joint Venture Accounting in Oil & Gas, including AF…
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| 56422 |
servicenow-mcp-ai
Claim
ServiceNow MCP server — 67 tools over the full REST surface, every auth method,…
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| 56423 |
Apple Notes
Claim
Semantic search + connection-discovery across your own Apple Notes (bridges, sy…
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| 56424 |
Atlas UI
Claim
MCP server that gives Claude deep awareness of your frontend codebase by scanni…
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| 56425 |
golpo-mcp
Claim
MCP server for the Golpo AI video API, enabling video generation, listing, and …
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| 56426 |
eGain MCP Server
Claim
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
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| 56427 |
mcp
Claim
AI-powered website change monitoring - manage monitors and alerts via MCP.
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| 56428 |
AlbumentationsX MCP
Claim
Model Context Protocol server for discovering transforms, validating augmentati…
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| 56429 |
OpenStack-MCP
Claim
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
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| 56430 |
Industrial glossary, protocol reference, technical search and OEE calculation. …
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| 56431 |
Asta MCP Servers
Claim
Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
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| 56432 |
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
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| 56433 |
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
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| 56434 |
upwork-mcp
Claim
Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal ma…
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| 56435 |
mcp-langchain-bridge
Claim
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
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| 56436 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 56437 |
Cortex XSIAM MCP Gateway
Claim
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
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| 56438 |
Google Tasks MCP Server
Claim
Manage Google Tasks from MCP-compatible AI clients.
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| 56439 |
Data Reunion MCP Server
Claim
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
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| 56440 |
Riddle MCP Server
Claim
Enables browser automation and debugging through the Riddle API, including taki…
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| 56441 |
Zillow MCP Server
Claim
Integrates Zillow real estate data with AI assistants, enabling property search…
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| 56442 |
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
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| 56443 |
tldw-mcp
Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
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| 56444 |
canary-mcp
Claim
A visual canary that detects context rot and silent model degradation in long a…
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| 56445 |
fylings
Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
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| 56446 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 56447 |
AgniGateway Marketplace
Claim
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
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| 56448 |
Sugra API
Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
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| 56449 |
Affiliate Networks MCP
Claim
Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
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| 56450 |
maya-mcp-server
Claim
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
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