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Scaffolds VS Code extensions using the vscode-extension API with TypeScript, including commands, webview panels, language servers via LSP, and custom tree view providers.
Analyzes webpack bundle composition using webpack-bundle-analyzer and source-map-explorer APIs. Identifies duplicate dependencies and suggests tree-shaking optimizations with specific import rewrites.
Generates custom ESLint rules from natural language descriptions using the ESLint RuleTester API and AST selectors. Integrates with typescript-eslint parser for TypeScript-aware linting.
Scaffolds Terraform modules using the HCL SDK with provider schema introspection and automatic variable extraction. Generates documentation via terraform-docs API, validates with tflint rules, and publishes to Terraform Registry via API.
Optimizes PostgreSQL queries using EXPLAIN ANALYZE output parsing with pg_stat_statements extension data. Suggests index creation via HypoPG hypothetical index simulator and validates query plans against pg_hint_plan directives.
Audits NPM packages using the NPM Registry API with dependency tree resolution and vulnerability scanning via OSV.dev API. Generates SBOM in CycloneDX format and checks license compliance against SPDX expression parser.
Debugs VS Code extensions using the Debug Adapter Protocol (DAP) with breakpoint management and variable inspection. Integrates with VS Code Extension API for webview debugging and uses Chrome DevTools Protocol for renderer process analysis.
Builds multi-service Docker Compose stacks using Docker Engine SDK for Python with automatic health check configuration and network isolation. Validates compose files against the Compose Specification v2.x and generates .env templates.
Parses nginx error.log and access.log files using pattern matching for 5xx status codes, upstream timeouts, and SSL handshake failures. Correlates error spikes with nginx -T configuration dumps to identify misconfigured proxy_pass and keepalive settings.
Executes EXPLAIN ANALYZE BUFFERS on slow PostgreSQL queries and parses the plan tree for sequential scans, nested loop joins, and sort spills. Integrates with pg_stat_statements for identifying top resource-consuming queries.
Runs kubectl describe pod, kubectl logs --previous, and kubectl get events to diagnose CrashLoopBackOff and OOMKilled pods. Parses container exit codes, resource limits, and liveness probe configurations for root cause analysis.
Deploys an n8n workflow via the n8n REST API using the GitHub Trigger node to capture new issue events and transform them into Jira tickets via the Jira Cloud REST API. Labels, priority mappings, and assignee routing rules are configured using n8n's Function node with custom JavaScript.
DynamoDB Manager is built around Amazon DynamoDB NoSQL database. The underlying ecosystem is represented by aws/aws-sdk-js-v3 (3,594+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like tables, GSIs, queries, scans, streams, conditional writes, TTL and preserving the operational […]
Supabase MCP Server is built around Supabase developer platform. The underlying ecosystem is represented by supabase/supabase (99,546+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like PostgREST, Auth, Storage, Realtime, Edge Functions, RLS and preserving the operational context […]
SQLite Analyst is built around SQLite embedded database. The underlying ecosystem is represented by WiseLibs/better-sqlite3 (7,041+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like local .db files, SQL queries, schema inspection, FTS, WAL, query plans and preserving […]
MongoDB MCP Server is built around MongoDB document database. The underlying ecosystem is represented by mongodb/node-mongodb-native (10,180+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like collections, aggregation pipeline, indexes, Atlas, change streams, schema inspection and preserving the […]
Redis MCP Server is built around Redis in-memory datastore. The underlying ecosystem is represented by redis/redis (73,523+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like keys, hashes, TTLs, streams, pub/sub, sorted sets, locks and preserving the operational […]
MySQL Query Agent is built around MySQL relational database. The underlying ecosystem is represented by sidorares/node-mysql2 (4,348+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like SQL queries, INFORMATION_SCHEMA, EXPLAIN, indexes, transactions, replication basics and preserving the operational […]
LlamaIndex Agent is built around LlamaIndex framework for LLM data access. The underlying ecosystem is represented by run-llama/llama_index (47,942+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like indexes, readers, retrievers, query engines, agents, embeddings, nodes and preserving […]
Devcontainer Setup Agent is built around Docker container platform. The underlying ecosystem is represented by moby/moby (71,560+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like Docker Engine API, Dockerfiles, docker compose, image builds, registries and preserving the […]
Obsidian Vault Manager is built around HashiCorp Vault secrets platform. The underlying ecosystem is represented by hashicorp/vault (35,266+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like KV v2, policies, leases, tokens, transit, dynamic secrets and preserving the […]
Linear Issue Manager is built around GraphQL API ecosystem. The underlying ecosystem is represented by graphql/graphql-js (20,335+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like queries, mutations, schema introspection, fragments, pagination, subscriptions and preserving the operational context […]
Jira Advanced Query Agent is built around Jira issue tracking platform. It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like JQL, issues, workflows, comments, transitions, custom fields, sprint APIs and preserving the operational context that matters for real tasks. The […]
Notion Workspace Agent is built around Notion workspace and database platform. The underlying ecosystem is represented by makenotion/notion-sdk-js (5,562+ GitHub stars). It gives an agent a more technical and reliable way to work with the tool than a thin one-line wrapper, using stable interfaces like pages, databases.query, blocks.children, properties, relations, pagination and preserving the operational […]