MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41651
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
41652
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
41653
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
41654
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
N/A N/A
41655
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
41656
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
N/A N/A 95
41657
tariqnasheed
Turns Claude Desktop into a Cursor-like assistant for code browsing, editing, s…
N/A N/A
41658
mock-server
mockserver Claim
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependen…
N/A N/A
41659
nlapi
Cabrini Claim
Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…
41660
afhultin
Arsenal MCP Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
81
41661
markswendsen-code
mcp-geico Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
N/A N/A
41662
asaotomo
FofaMap Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
N/A N/A
41663
uwmyuan
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
N/A N/A
41664
AnqiPinku
Analyzes audio files to extract exact, reproducible measurements like loudness,…
N/A N/A
41665
mz462
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
41666
puelpan
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
41667
arithmetic-zz
MCP server for the Bring! shopping list API, enabling management of shopping li…
41668
adner
An MCP server that turns natural-language descriptions into interactive HTML/JS…
41669
amilcarex
MCP server that exposes Strapi v5 content management, visual layout configurati…
41670
tools-for-agents
agent-hq Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
N/A N/A
41671 N/A N/A 95
41672
Officehub-Tech-LLC
MCP-Server Claim
A guide and template for setting up an MCP server with Python and Node.js, inte…
41673
h13t0ry
A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
41674
plone
Enables content management, search, workflow operations, and Volto blocks manag…
81
41675
tanbro
An MCP server that provides tools for controlling Android devices using uiautom…
41676
henrydontbbai
An unofficial MCP server that lets Codex ask a read-only OpenCode advisor for a…
N/A N/A
41677
midsane
Provides file system operations (list, read, write, search) via MCP, enabling a…
N/A N/A
41678
thinkthinking
Provides prompt management, resource management, and tool call capabilities (co…
N/A N/A
41679 N/A N/A 95
41680
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
41681
CohenD
A Model Context Protocol server providing free financial market data across 13 …
41682
iceener
Enables AI image generation and editing using Replicate's official models like …
41683
ekakit
Production-ready MCP server implementations for creative applications, enabling…
N/A N/A
41684
aminfara
MATRIX Claim
A local, project-scoped requirement management MCP server that enables AI agent…
N/A N/A
41685
zenitsu0509
A custom MCP server that enables AI assistants to perform comprehensive researc…
N/A N/A
41686
oujiafan
mcp-mijia Claim
Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…
N/A N/A
41687
acearv09876
CaptureMind Claim
Turn Claude Desktop conversations into visual mind maps via MCP. Highlights blo…
N/A N/A
41688
KTCrisis
flux7-memory Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
41689
ADemers-tricentis
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
41690
freyzo
npc Claim
A browser automation MCP server that lets your IDE control your real browser (C…
N/A N/A 95
41691
cubicecho
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
41692
chuckwilliams37
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
41693
upa
Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…
41694
steuerboard
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
N/A N/A
41695
jeevestheagent
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
N/A N/A
41696
joshthecoder-hub
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
N/A N/A
41697
pipeworx-io
mcp-isin Claim
Validates ISIN and CUSIP securities identifiers, and converts CUSIP to ISIN. Pa…
41698
capwitf
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
N/A N/A
41699
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
41700
ovokpus
An MCP server with LangGraph agent integration that enables AI agents to use cu…
Showing 41651–41700 of 67197 servers
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