MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56401
trendsapi
News article mention volume trends for any topic. Free key at trendsapi.ai
56402
keyshade-xyz
keyshade-mcp Claim
MCP server for interacting with Keyshade's secrets management platform, enablin…
N/A N/A
56403
PeerapolSelanon
Connects Claude Desktop to FortiGate firewalls via REST API for read-only confi…
56404
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
N/A N/A 81
56405
BlueprintLabIO
tidebase Claim
Inspect Tidebase agent runs, resolve approval gates, and trigger recovery from …
N/A N/A
56406
cotton357
Maya MCP Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
N/A N/A
56407
tinywind
bash-mcp Claim
Enables executing shell commands without permission prompts, including running …
N/A N/A
56408
flin-agency
Read-only MCP server for Google Ads, enabling querying campaigns, ad groups, ad…
56409
blong-dev
The public record of local government: what your officials actually say and do,…
56410
kristof-sudo
AgentCrush Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
56411
luuuc
Sense Claim
Codebase understanding for AI coding agents — symbol graph, blast radius, seman…
N/A N/A
56412
Bourdon Claim
Recognition-first cross-agent memory federation. One shared memory across all y…
N/A N/A 95
56413
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
N/A N/A
56414
yufeioptimal
Enables AI assistants to process 3D point clouds and meshes using CloudCompare …
N/A N/A
56415
whisper-sec
WhisperGraph Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
56416
leecj
deepwiki Claim
N/A N/A 95
56417
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
56418
jackxiong11894
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
56419
william-laverty
Cited Australian tax answers from 34,500+ ATO documents, legislation and public…
56420
ScrapeUnblocker
Fetch any web page's HTML, AI-parsed JSON, or Google results via the ScrapeUnbl…
56421
marcelofiorito
Offers AI-powered tools for Joint Venture Accounting in Oil & Gas, including AF…
56422
IvanBBaev
ServiceNow MCP server — 67 tools over the full REST surface, every auth method,…
N/A N/A
56423
connerkward
Apple Notes Claim
Semantic search + connection-discovery across your own Apple Notes (bridges, sy…
N/A N/A
56424
calebsjames
Atlas UI Claim
MCP server that gives Claude deep awareness of your frontend codebase by scanni…
N/A N/A
56425
Golpo-AI
golpo-mcp Claim
MCP server for the Golpo AI video API, enabling video generation, listing, and …
N/A N/A
56426
eGain
Enables AI clients to interact with eGain Knowledge, supporting portal browsing…
56427
Isoprest
mcp Claim
AI-powered website change monitoring - manage monitors and alerts via MCP.
56428
dKosarevsky
Model Context Protocol server for discovering transforms, validating augmentati…
N/A N/A
56429
YeeDochi
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
56430
captia-technology
Industrial glossary, protocol reference, technical search and OEE calculation. …
56431
maxwellsdm1867
Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to…
81
56432
ecidk
Supercharge Claude Desktop with bulk analysis of 1500+ user research calls, val…
56433
clauxel
Remote MCP for A2A dependency inspector MCP, structured receipts, audit logs, a…
56434
furkankoykiran
upwork-mcp Claim
Connects AI agents to Upwork's GraphQL API, enabling job discovery, proposal ma…
56435
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server — schema-aware tool…
56436
inngest
A Model Context Protocol server that provides AI coding agents with access to u…
N/A N/A 95
56437
ciaran-finnegan
Enables governed agent access to Cortex XSIAM security operations APIs, includi…
56438
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
56439
pipeworx-io
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
56440
davisdiehl
Enables browser automation and debugging through the Riddle API, including taki…
81
56441
EmilyThaHuman
Integrates Zillow real estate data with AI assistants, enabling property search…
56442
mikhalchankasm
MCP server for managing Navisworks viewpoint XML files, enabling sorting, audit…
N/A N/A
56443
limace11
tldw-mcp Claim
MCP server that extracts YouTube video transcripts (including metadata) as Mark…
56444
devon-clarkk
canary-mcp Claim
A visual canary that detects context rot and silent model degradation in long a…
N/A N/A
56445
HeyZod
fylings Claim
Search, verify & screen 1M+ African companies + their government contracts acro…
56446
Secure, read-only access to Amazon Redshift with schema introspection and smart…
N/A N/A 81
56447
Kaanthan24
AI marketplace — flights, tours, activities, transport & more via MCP. No auth …
56448
Sugra-Systems
Sugra API Claim
Gateway between LLM agents and world data through eight tools and a bundled end…
56449
bobberrisford
Affiliate network reporting in your AI client. Bring your own keys. Most adapte…
56450
chadrik
MCP server for interacting with Autodesk Maya sessions, enabling multi-session …
N/A N/A
Showing 56401–56450 of 67286 servers