Development

jaeger-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

harbor-registry-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Harbor Registry MCP — projects, repos, artifacts, storage reports, cleanup (with dry-run).

gitlab-ci-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files.

allure-testops-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Allure TestOps MCP — projects, launches, test cases, test results via REST API.

zerosmtp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

A free SMTP relay that still takes a username and password, for devices that cannot do OAuth 2.0.

gorev

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Task management system for AI assistants with MCP protocol, templates, and bilingual support (TR/EN)

smart-connections-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local semantic search over Obsidian vaults via Smart Connections embeddings.

achlens

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local-first MCP server and CLI for validating and generating synthetic ACH files.

talkform

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Local Talkform schemas, bundled interview templates, and config validation for AI agents.

agent-bom

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Security scanner and graph for agentic infrastructure — agents, MCP, runtime, and blast radius.

DesignScan

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Extract a website’s design tokens (colors, type, spacing, shadows) as DESIGN.md, W3C, or CSS.

Keycloak Admin

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Administer Keycloak via its Admin REST API: users, roles, clients, groups, IdP, events.

ton-jetton-risk-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Token rug/honeypot risk screening: EVM (7 chains, live sell simulation), Solana, TON.

xendit-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Xendit payment APIs for AI agents.

tabedata-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Bilingual JP/EN Japanese food nutrition for AI: 460 sourced konbini, chain & brand items.

rippr-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.

rakuten-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Rakuten Web Service for AI: Ichiba, Books, Travel, Recipe, Kobo, GORA — bilingual, read-only.

pdf-it

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Native PDF renderer for AI markdown.

paypay-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

PayPay QR payments for AI agents: QR codes, status, refunds, cancels.

nankai-trough

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Nankai Trough earthquake hazard & building-safety, from official Japan data.

japan-ux

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.

YouTube MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Interact with YouTube data via the official Data API v3

open-zk-kb

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

Hashfile MCP

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Hash-anchored file editing with surgical precision over file editing and ironclad control of access

bash-command-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Sophisticated bash command MCP server that runs and manages shell execution.

social-data-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

X/Twitter, YouTube and TikTok data tools in one stdio MCP server (Apify-hosted).

mytown-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

US & Canadian local-government meetings, decisions & place context from official sources.

UI Registry

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Live access to 12 shadcn-style component libraries so agents compose UI from real components.

lens-mcp

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

mcp-notify

Requires local install

Community: Submitted by a user or imported; check the owner before granting access

Minimal MCP server that plays a sound and shows a system banner when an AI agent finishes a task