io.github.clarilayer/clarilayer

Individual-analyst context layer over MCP: bootstrap, reconcile, and remember your data context.

com.seranking/mcp

SE Ranking SEO: keywords, backlinks, domains, SERP, audits, rank tracking, AI Search visibility.

io.getunleash/unleash-mcp

MCP server for managing Unleash feature flags

com.axiorank/axiorank

Security gateway for AI agents: score tool calls, verify agent cards, enforce policy, audit.

io.github.TweedBeetle/dependency-fitness-mcp

npm dependency fitness: deprecated/yanked/superseded + verified safe migration target.

io.github.NotHarshhaa/mainframe-mcp-server

MCP server for IBM z/OS jobs, datasets, USS, and operational diagnostics via Zowe SDK.

io.github.Incultnitollc/mcp-probe

Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.

io.github.Luca-Blight/devmatch

AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTube, Medium, and more

io.github.mohitagw15856/pm-claude-skills/database-migration-plan

Write a safe, zero-downtime database migration plan for a schema change. Use when asked to plan a database migration, design a zero-downtime schema change, document an expand/contract migration, produce a rollback procedure for a database change, or coordinate a database schema update with a deployment. Produces a structured migration plan covering migration objectives, backward compatibility analysis, expand/contract phase breakdown, exact SQL, rollback steps per phase, data validation queries, and a deployment runbook.

io.github.mohitagw15856/pm-claude-skills/database-schema-design

Document or design a database schema with entity relationships, table definitions, constraints, indexes, and access patterns. Use when asked to design a database, document an existing schema, model entities and relationships, define table structures, plan an index strategy, or produce a data model for review. Produces a structured schema document covering an ER diagram, table DDL definitions, index strategy, access pattern analysis, normalization decisions, and migration notes.

io.github.mohitagw15856/pm-claude-skills/sql-query-explainer

Explains, optimises, writes, and documents SQL queries. Use when asked to explain a SQL query, optimise slow SQL, translate SQL to plain English for non-technical stakeholders, write a query from a natural language description, or produce query documentation. Produces plain-English explanations, annotated optimised queries, or a data dictionary covering output shape, assumptions, and known limitations. Works across PostgreSQL, MySQL, BigQuery, Snowflake, and standard SQL.

io.github.langfuse/langfuse/code-review

Shared code review workflow for Langfuse. Use when reviewing a PR, branch, diff, or local changes for correctness, regressions, risk, and missing tests. Start with references/review-checklist.md for repo-specific review rules and use package AGENTS.md files plus any matching shared skills when the change touches those areas.

io.github.langfuse/langfuse/security-review

Security review patterns for Langfuse. Use during code review, design, or planning whenever a change accepts user-supplied URLs, host/endpoint/baseURL fields, secrets, cross-tenant data, new outbound HTTP requests, new integrations (webhooks, blob storage, LLM connections, image proxies), redirect-following behavior, or new auth/permission scopes. Covers SSRF/outbound URL validation today and is intentionally extensible to other recurring security findings (tenant isolation, secret handling, redirect mishandling, file upload, RBAC scope drift).

io.github.AynOps/AynOps

AynOps is a reconnaissance focused MCP Server which gives reconnaissance capabilities to AI Clients

io.github.EXboys/evotown/database-query

通过 Evotown Database MCP Proxy 对已注册的业务数据库执行只读 SQL 查询。当用户需要查 CRM、订单、报表等结构化数据时使用；禁止直连数据库或写入 SQL。

io.github.crbnos/carbon/design

Research-driven feature design with implementation plan. Combines brainstorming and planning into one flow. Use when designing a new feature. Triggers on "design", "brainstorm", "plan a feature", "how should we build X".

io.github.lucyfox199818-collab/ccxt-mcp

Dry-run-first CCXT MCP with market, account, derivatives, and guarded trading tools.

io.github.attestifyagent/attestify-os

Governed agent execution: x402 payments, budgets, receipts, verification, and audit.

io.github.kitepon-rgb/aiterm-mcp

AI drives one persistent tmux-backed terminal over MCP; SSH and containers nest inside it.

io.github.anousss007/blatui

shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts.

io.github.AutomateLab-tech/seo-performance-mcp

Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.

io.github.vm0-ai/vm0/database-development

Database migrations and Drizzle ORM guidelines for the vm0 project

io.github.AutomateLab-tech/citation-intelligence

Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.

io.github.shulex-voc/smart-crawler

E-commerce competitor intelligence, VOC sentiment, Amazon ASIN analysis, Reddit growth playbooks.