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
41601
ArisRhiannon
vibecheck Claim
Agent-native "safe to ship?" security gate for AI-generated code. Uses real par…
N/A N/A
41602
dmang-dev
mcp-mgba Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
N/A N/A
41603
rhein1
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
81
41604
namearth5005
Manage Apple Reminders with natural language from any MCP client; supports addi…
N/A N/A
41605
AIops-tools
Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, hash-chain-se…
N/A N/A
41606
hutusi
flomo-mcp Claim
Enables writing and managing notes to flomo via MCP. Provides tools for creatin…
N/A N/A
41607
Heretek-RE
re-triton Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
N/A N/A
41608
1WorldCapture
Enables Claude Code, Cursor, and other AI tools to call OpenAI Codex for task e…
N/A N/A
41609
software-mansion
Argent Claim
Enables AI assistants to interact with iOS Simulators and Android Emulators, al…
N/A N/A
41610
sjgant80-hub
Exposes foldkit's 7-prime spine, κ-bands, and fold operations as MCP tools and …
N/A N/A
41611
cristoferlabs
An MCP server that bridges Claude with AutoCAD, enabling to generate architectu…
41612
HorizunGroup
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
N/A N/A
41613
279458179
提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。
N/A N/A
41614
junter1989k-ai
Norway payments for AI agents — cards / Klarna via Stripe. Never holds funds.
41615
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
41616
GowthamS05
Fetches and filters posts from JSON Placeholder API by userId, with support for…
41617
mundizzle
mundigital Claim
Exposes a public, read-only professional profile with tools to search resume ev…
41618
junter1989k-ai
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
41619
keboola
interact with Keboola Connection Data Platform. This server provides tools for …
N/A N/A 95
41620
Aaron-AI-ai
Provides tools to search and read markdown wiki documents and find animal hospi…
N/A N/A
41621
hrmtz
A personal memory MCP server that ingests AI agent conversation logs from multi…
N/A N/A 95
41622
jiangnuonnuo
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
N/A N/A
41623
ElemTran
Web-based feedback collection tool for MCP environments with Markdown, Mermaid …
41624
zombat
S.C.R.U.B. Claim
A code quality MCP server with 22 tools for deterministic linting, formatting, …
N/A N/A
41625
friendlygeorge
Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, …
N/A N/A
41626
axel-belfort
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
81
41627
analisaperlengkapan
Enables LLMs to create and manage Google Jules coding sessions programmatically.
41628
selamy-labs
memory-mcp Claim
Enables reading, writing, and searching a local markdown-based memory store usi…
N/A N/A
41629
joeseesun
A local MCP gateway that unifies multiple LLM providers, API keys, routing, and…
N/A N/A
41630
apiccelli
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
N/A N/A 95
41631
Thethirdone3
A demonstration MCP server that exposes a mock merchant catalog with tools for …
N/A N/A
41632
nikita15p
Enables AI assistants to manage Apache Ambari clusters, including services, hos…
41633
FidarOrg
mcpfoundry Claim
A CLI tool that generates production-ready MCP servers from databases or OpenAP…
41634
Dvorak
Enables querying OpenDRIVE road network files through structured MCP tools for …
N/A N/A
41635
Kalyan-Deva
Engram Claim
A local-first memory MCP server that enables storing, searching, and managing p…
N/A N/A
41636
Shakargy
DevTime Claim
Local-first, read-only MCP server for evidence-backed repository memory.
N/A N/A
41637
asaricorp
Enables interaction with Shopify store data through the GraphQL API, providing …
41638
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
41639
twkim1122
Enables AI agents to automatically analyze AWS LNA CSV data and generate compet…
N/A N/A
41640
summerstateofmind
Cost-of-living & quality-of-life comparison: take-home pay, equivalent salary, …
41641
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
41642
FernandoDaSilva-T
Enables AI-assisted MIDI music generation and composition through natural langu…
N/A N/A
41643
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
N/A N/A
41644
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
41645
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
41646
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
41647
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
N/A N/A
41648
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
41649
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
N/A N/A 95
41650
sosacrazy126
Enable AI agents to perform advanced code search and querying across repositori…
N/A N/A 95
Showing 41601–41650 of 67197 servers
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