Inject, parse, and strip [N] citation markers in RAG outputs.
Validate tool-call args before execution. Returns LLM-friendly retry hints.
Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.
Network-egress firewall for agent tools: check URLs against a declarative policy.
Token-aware message truncation: fit a chat history into your model's context budget.
Structured-output enforcer: extract and validate JSON from messy LLM text.
Relays messages between two Claude Code sessions on different machines using the Channels API
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (unofficial).
Solana token safety for AI agents — rug-pull, honeypot & Token-2022 trap detection before you buy.
Agent-first prediction markets on Base. Trade, quote, create markets via MCP.
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code
Apple Mail, Calendar, Contacts, Reminders, Notes, Messages and Safari via AppleScript or iCloud
Flight data for Spain's 50 AENA airports over the public and OAuth2 REST APIs
Human-curated crypto market intelligence with x402 payments. Weekly signals and analysis.
Vivino wine data for AI assistants: search, explore, wine details and meal-aware recommendations
Stateless advisor + validator for Conducted Development: kickoff, artifact validation, rule checks.
Universal AI coding assistant memory — session handoff, SLM compression, and semantic retrieval.
All-in-one, self-hosted AI memory with semantic search, vector RAG, live updates, and governance.
Korean stock market theme lifecycle analysis (TLI) — rankings, stock lookup, predictions & prompts
Local MCP server for stateful, fail-closed Logic Pro control and live project readback.
Git-native decision memory for coding agents: only the decisions still in force for the edited path
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, USDC.
Educational dermatology knowledge and lesion tooling. No credentials needed. Not a medical device.
Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)
Pay-per-call DRT/ICT crypto trading signals for AI agents (LONG/SHORT, entry/SL/TP).
Generate app icons, favicons, OG images, and logos by routing across 30+ image models.
Linux MCP server for real-time system monitoring - CPU, memory, disk, network, processes, Docker.
Unofficial Infomaniak MCP — hosting, Node.js, mail, DNS, kDrive, SSL, VPS, domains. 81 tools.
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, versions.
Local MCP canvas for Modellix image generation, editing, task recovery, and visual project work.
Local-first MCP server for agent skills. Validate, lint, diff, and convert across IDEs.
MCP server for MDMA — exposes spec, prompts, docs, and package metadata to AI assistants.
AI-powered mobile device automation for Android and iOS devices, emulators, and simulators
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, no card.
Code security scanner for AI agents. 45+ vulnerability patterns, AST analysis, Solana micropayments.
12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.
Find and book verified local home service professionals through AI agents.
Generate AI videos from a prompt or document (PDF/PPTX/DOCX/URL) and export shareable MP4s.
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.
Query Mina Protocol: accounts, blocks, transactions, zkApp events/actions, archive SQL, Rosetta.
Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.
Persistent local knowledge for AI coding agents with structured records, search, and DOT context.
Door-to-door travel MCP + CLI: flights, hotels, trains, cars, ferries. No API keys, Go binary.
Universal MCP gateway with Meta-MCP discovery, routing, and REST API capabilities.
Returns only the unit tests affected by your current Kotlin/Android code changes.
Clarity and memory persistent workspace context manager for Claude.
Structural codebase indexer with 17 query tools. 87% token reduction. Zero dependencies.