Ship your MCP server today.
Production Model Context Protocol toolkit for Claude Desktop, Cursor, and autonomous local developer agents. Build, test, and deploy production-grade tool servers in under an afternoon.
Two complete reference servers. Zero boilerplate.
Production-tested implementations mirroring identical tool protocols across Python and TypeScript. Standardized JSON-RPC protocol compliance out of the box.
SSRF-guarded HTTP scraper with domain allowlists & MIME-type boundaries preventing extraction of internal network endpoints.
Read-only AST-validated SQL executor against local developer databases. Blocks mutating statements at the syntax parsing layer.
High-speed ripgrep-style fuzzy path and semantic file crawler with strictly bounded root directory enforcement.
Safe jq-compatible schema query and dictionary mutation engine designed for zero memory runaway executions.
Deterministic ISO-8601 timeline calculation & timezone conversions preventing typical agent temporal hallucination.
Precise token counter, character entropy distribution, and code block complexity calculation.
Zod-validated URL sanitizer with safe fetch protocol abstraction, timeout wrappers, and memory-safe streaming buffers.
Strict parameterized SQL query handler with read-only transaction locks and SQL parser verification.
High-throughput async directory walker using native Node fs promises with strict directory traversal prevention.
Deterministic deep object lens extraction and functional schema shaping with explicit error propagation.
Zod-coerced date arithmetic and UTC normalizer avoiding timezone offsets when responding to LLM prompts.
Wasm-assisted sub-millisecond tokenizer and byte-frequency distribution analyzer for raw payload inspection.
Pytest & Vitest test runner suites covering edge cases, malformed JSON-RPC frames, error payload propagation, and timeout handling.
Zero-config switching between local desktop subprocess pipes (Stdio) and remote HTTP Server-Sent Events (SSE) for distributed deployments.
Production Dockerfiles, Cloudflare Workers SSE scaffold, Railway and Fly.io launch manifests for instant cloud dispatch.
Engineered for load-bearing deployment.
100% unlocked Python and TypeScript source. Zero obfuscation, zero compiled blobs, and zero telemetry tracking back to AliceLabs.
Every tool parameter enforced via Pydantic v2 and Zod schemas. Impossible for LLM hallucinations or type mismatches to crash your underlying process.
Drop-in JSON manifests for claude_desktop_config.json, Cursor MCP settings, and Windsurf agent configurations.
Perpetual commercial rights. Deploy in internal enterprise workflows, client deliverables, or proprietary SaaS architectures without seat fees.
Blunt Engineering Answers
Concise protocol specifications and operational directives for developers.
@mcp.tool() or server.tool() decorators. Docstrings and type hints are automatically extracted into standard Model Context Protocol schemas for Claude.
From zero to shipped in a day.
Stop wrestling with raw JSON-RPC sockets and unmaintained boilerplates. Clone MCPKit, wire your custom logic, and let Claude talk to your local stack today.