MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67251 N/A N/A 95
67252
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
67253
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
67254
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
67255
metaember
pushover-mcp Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
67256
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
67257
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
67258
archfill
Tsumugi Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
67259
isaganiesteron
Enables AI agents to access Contractor Scale internal context, including client…
67260
christianheidorn
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
N/A N/A
67261
Neel-XV
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
N/A N/A
67262
abhijeet-dhumal
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
67263
nlapi
Cabrini Claim
Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…
67264
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
N/A N/A 95
67265
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
67266
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
N/A N/A
67267
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
67268
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
67269
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
67270
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
N/A N/A
67271
FernandoDaSilva-T
Enables AI-assisted MIDI music generation and composition through natural langu…
N/A N/A
67272
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
67273
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
67274
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
67275
asaricorp
Enables interaction with Shopify store data through the GraphQL API, providing …
67276
Shakargy
DevTime Claim
Local-first, read-only MCP server for evidence-backed repository memory.
N/A N/A
67277
Kalyan-Deva
Engram Claim
A local-first memory MCP server that enables storing, searching, and managing p…
N/A N/A
67278
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
67279
FidarOrg
mcpfoundry Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
67280
nikita15p
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
67281
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
N/A N/A
67282
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
67283
joeseesun
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
N/A N/A
67284
selamy-labs
memory-mcp Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
N/A N/A
67285
analisaperlengkapan
Enables LLMs to create and manage Google Jules coding sessions programmatically.
67286
axel-belfort
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
81
Showing 67251–67286 of 67286 servers
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