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Pay-per-call DRT/ICT crypto trading signals for AI agents (LONG/SHORT, entry/SL/TP).

Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)

Educational dermatology knowledge and lesion tooling. No credentials needed. Not a medical device.

Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.

Git-native decision memory for coding agents: only the decisions still in force for the edited path

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts

All-in-one, self-hosted AI memory with semantic search, vector RAG, live updates, and governance.

Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.

Stateless advisor + validator for Conducted Development: kickoff, artifact validation, rule checks.

Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations

Human-curated crypto market intelligence with x402 payments. Weekly signals and analysis.

Flight data for Spain's 50 AENA airports over the public and OAuth2 REST APIs

Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript or iCloud

MCP server for Atlassian Bitbucket Data Center - interact with repositories and code

Agent-first prediction markets on Base. Trade, quote, create markets via MCP.

Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detection before you buy.

Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).

Relays messages between two Claude Code sessions on different machines using the Channels API

Structured-output enforcer: extract and validate JSON from messy LLM text.

Token-aware message truncation: fit a chat history into your model's context budget.

Network-egress firewall for agent tools: check URLs against a declarative policy.

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

Validate tool-call args before execution. Returns LLM-friendly retry hints.

Inject, parse, and strip [N] citation markers in RAG outputs.

Parse partial / truncated / messy JSON for LLM tool calls and structured outputs.

Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & Utilities.

Tells AI agents which files to test first — churn, coverage, and test mapping as risk scores.

AST-based Python refactoring MCP server with safe automated refactorings and rollback

An MCP server that provides text preprocessing, NLP components, and document analysis

Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics

One safe tool for your AI agent to publish to every social network via the Social Fanout API.

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

Standalone MCP filesystem tools server — view, edit, shell, workdir.

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

MyTelescope demand intelligence: signals, forecasts, competitor share, and emerging trends.