Every server in the registry, with its latest security score.
Python symbol exploration for codebase onboarding agents.
Deterministic repository structure mapping for onboarding agents.
Local test execution and coverage summaries for onboarding agents.
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, download PDFs.
Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.
MCP server for data visualization with Mermaid charts.
Fully local MCP server and CLI for web research
Self-hosted web research for MCP agents.
NYC property intelligence, building violations, and restaurant/venue compliance via MCP.
Real-time NYC TLC for-hire vehicle license verification and renewal-window lead lookups via MCP.
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wallet-free trial.
MCP server for the CZ CELLxGENE Census. Single-cell, ontology-aware. Community, unaffiliated.
Add persistent memory to AI assistants. Store and recall info across conversations.
Structural codebase MCP server with persistent memory: navigate by symbol, recall across sessions.
Returns only the unit tests affected by your current Kotlin/Android code changes.
Persistent local knowledge for AI coding agents with structured records, search, and DOT context.
Investigate errors, track deployments, analyze performance, and manage application monitoring
300+ on-device MCP tools for macOS — local AI, voice, vision, browser automation, system control.
Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)
Local MCP server for stateful, fail-closed Logic Pro control and live project readback.
Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detection before you buy.
11,776–11,800 of 20,602 servers
