MCP Server Quality Scores

Independent quality analysis of 60843 public MCP servers

60843
Discovered
29950
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60701
Ver-zhzh
Enables AI assistants to interact with and manage Minecraft servers through a s…
60702
bch1212
injectshield Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
N/A N/A
60703
MCP-Mirror
An MCP server that extracts clean, structured Markdown content from web page UR…
81
60704
stephaneberle9
MCP server for creating interactive Vega-Lite data visualizations that render i…
N/A N/A
60705
sendmarc
Provide secure, read-only access to Sendmarc account and domain reporting data …
N/A N/A 95
60706
protosskai
Imports private ChatGPT conversations into MCP clients like Codex and Claude Co…
N/A N/A
60707
CentralInfraCore
Stores and serves a single conversation/session context for CIC agents, providi…
60708
RhysSullivan
executor Claim
An integration layer for AI agents that provides a catalog of tools from variou…
N/A N/A
60709
atomcp-ai
polygon-mcp Claim
Enables querying real-time and historical financial market data for stocks, opt…
60710
mrrodriguez
Optimizes token costs by intelligently delegating low-complexity tasks to local…
N/A N/A
60711
fukui-yuto
Proxmox home lab management MCP server that enables Claude Code to manage Proxm…
N/A N/A
60712
mattma87
AgenticMCP Claim
A Model Context Protocol (MCP) server that provides secure, role-based access t…
N/A N/A
60713
PuckAPI
PuckAPI Claim
NHL hockey data MCP server. 12 tools covering games, standings, player stats, g…
60714
GENESISRE
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
60715
agentaudit-dev
AgentAudit Claim
Enables AI agents to scan MCP servers and AI packages for vulnerabilities, prom…
N/A N/A
60716
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
N/A N/A 95
60717
whisper-sec
WhisperGraph Claim
Self-hostable MCP server for WhisperGraph — a graph of 7.39B nodes / 39B edges …
60718
dineshkumar181094
This MCP server enables any MCP client to generate avatars and videos using the…
60719
classeve-public
A local code-intelligence engine for AI agents that indexes repositories into a…
N/A N/A
60720
fastmcp-me
gcp-mcp Claim
Enables managing Google Cloud Platform (GCP) resources through natural language…
N/A N/A
60721
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
60722
nostrband
ServiceGraph Claim
AI Agent skills to access structured datasets for startup founders
N/A N/A
60723
S1LV4
th0th Claim
Semantic search with 98% token reduction for AI assistants.
N/A N/A
60724
sawzhang
Bruin Claim
MCP server for AI agents to read, write, and organize notes in a local-first, h…
N/A N/A
60725
hkxiaoyao
Enables AI models to perform static taint analysis on Python code, detecting se…
N/A N/A
60726
Ubani-Studio
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
N/A N/A
60727
yuchi-chang
obsidian-mcp Claim
Wraps the Obsidian CLI to allow LLM agents to read/write notes, search, manage …
N/A N/A
60728
ismaeldosil
Enables interaction with Uruguayan financial products including loans, credit c…
81
60729
Tasfiul-Hedayet
mcp-checker1 Claim
N/A N/A 95
60730
olk
mem0-mcp Claim
MCP protocol server exposing Mem0 AsyncMemory API for AI agent context retention
60731
elementalcollision
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
60732
ronkenx9
Provenance Claim
Enables querying deterministic risk ratings and explanations for tokenized asse…
60733
qingshanyuluo
Provides tools to search, query, and visualize Prometheus metrics, returning re…
60734
ex-nihilo-labs
agent-auth Claim
Zero-knowledge credential injection for AI agents. Your agent authenticates to …
N/A N/A
60735
ilenhart
Enables Claude to access the Danish school communication platform Aula.dk, allo…
N/A N/A
60736
GabrielBertoli
openclaw-mcp Claim
MCP server that integrates OpenClaw AI assistant with Claude Code, enabling cha…
N/A N/A
60737
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
60738
13auth
M3Mgine Claim
MCP server enabling AI agents to enforce corrected rules as durable pre-output …
60739
huang198600-cpu
Enables deep structural analysis of ebooks by extracting core conflicts, insigh…
60740
Birantx
Polymarket prediction markets for Claude — market search, order books, price hi…
60741
edintwi
sql-mcp Claim
Enables running parameterized SQL queries against a PostgreSQL database via an …
N/A N/A
60742
sebringj
Autonomo MCP Claim
Gives AI coding assistants live, structured access to running apps' state and U…
N/A N/A
60743
Holdifyio
holdify-mcp Claim
Enables AI assistants to manage API keys, check usage, and debug authentication…
60744
Tencent
Enables large language models to directly access Tencent Cloud Log Service for …
60745
isteamhq
MCP server for is.team, enabling AI agents to interact with project boards, tas…
60746
heffrey78
Enables safe shell command execution with configurable directory and command re…
N/A N/A
60747 N/A N/A 95
60748
orjahren
Enables interaction with Nettskjema forms, submissions, invitations, and data e…
60749
xin10ylop
Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute mark…
60750
jaspertvdm
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
81
Showing 60701–60750 of 60843 servers