Grasp — Code Architecture & Dependency Analysis
Local installCodebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
2,971 servers in Developer Tools
Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab.
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
AI pentester for PRs — finds exploitable bugs and hands your developer agent the fix.
Gold-first AI-agent traceback diagnosis, exact fixes, verification, and reusable prescriptions.
MCP automation loop with 167 tested tools for Godot 4
Live access to 12 shadcn-style component libraries so agents compose UI from real components.
MCP server for Samotpravil API — docs, typed tools, Python SDK parity, safety flags.
Auto, manual, or hybrid docs that never fall out of sync.
Token cost math for LLM API calls: verified per-1M-token rates for 69 models, 17 providers.
Deterministic Artifact Evaluation preflight and run-path grader for research repositories.
Exposes recorded browser sessions (rrweb DOM, console, network) to AI coding agents, fully local
Self-hosted artifact publishing: POST HTML/JSX/Markdown/zip, get an unguessable URL on your domain
Advanced analytics, reporting, and safe mutations for Zebrunner. 64 tools, 14 resources, 17 prompts.
Gate AI-written tests: heal safe drift, refuse to hide real bugs, sign a verifiable receipt.
HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.
Run local prompt regression checks from prompt-response logs in AI coding assistants.
Pact 5 tooling: REPL test runs, trap scanning, gas estimation, interface diff, format checks.
Official Arm MCP server for code migration, optimization, and Arm architecture guidance
Find, pay for & call APIs in USDC from AI agents - gasless, sub-cent, 0% commission.
Stdio-first Agent MCP workpack for local tools, audit chains, search, memory, and pipelines.
Exclusive, crash-safe leases on a pool of test accounts for parallel agent QA runs.
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.
Beta conda env/package MCP server; requires conda, auth, and Beta Terms.
Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.
Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and CI integrations
See each coding-agent subscription's live limits and offload work to one with headroom.
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
Self-hosted MCP server: sandboxed browser, desktop, vision, code-edit packs for any agent.
Durable MCP control plane for long-running Codex Desktop tasks.