Unified MCP toolkit for engineering workflows, database connections, and source control
Unified MCP toolkit for engineering workflows, database connections, and source control
Give your AI assistant real developer superpowers. Query databases, automate Git workflows, sync project tickets, and orchestrate full development cycles — all through natural language.
It acts as a secure bridge between your AI agent and the real tools developers use every day:
Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| running_query | Natural language → MySQL SELECT query with schema auto-detection |
| auditor_query | Full MySQL performance & security audit by a Principal DBA |
| running_pg_query | Natural language → PostgreSQL SELECT query with schema auto-detection |
| auditor_pg_query | Full PostgreSQL performance & security audit by a Principal DBA |
| generate_commit_and_push | Generate a Conventional Commit message, stage files, and push (provider-agnostic — works for GitHub, Gitea, or any git remote) |
| create_github_pr | Create a GitHub Pull Request with auto-generated tech company-style description |
| review_github_pr | Submit a rigorous AI code review directly to a GitHub Pull Request |
| fix_github_pr_review | Fetch PR review comments and automatically apply fixes to the codebase |
| get_github_pr_diff | Download a clean unified diff of any open GitHub PR for automated review |
| reply_to_pr_comment | Reply to inline comments within a GitHub Pull Request review |
| resolve_pr_review_thread | Resolve a GitHub PR review thread by its comment node ID |
| Variable | Description | Required |
|---|---|---|
| MYSQL_URL | Endpoint or connection string the server talks to. | Yes |
| POSTGRES_URL | Endpoint or connection string the server talks to. | Yes |
| GITHUB_TOKEN | Credential the server authenticates with. | Yes |
| GITEA_BASE_URL | Endpoint or connection string the server talks to. | Yes |
| GITEA_TOKEN | Credential the server authenticates with. | Yes |
| JIRA_URL | Endpoint or connection string the server talks to. | Yes |
| JIRA_EMAIL | Configuration value read at startup. | Optional |
| JIRA_API_TOKEN | Credential the server authenticates with. | Yes |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Use Microsoft’s Playwright MCP server to navigate pages, inspect accessibility snapshots, fill forms and capture browser screenshots.
Connect GitHub MCP to repositories, issues and pull requests with GitHub’s hosted service or a locally run server.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.