"semantic-release" matching MCP servers:

Wraps the mcp-locks CLI to expose coordination primitives as MCP tools, enabling multiple AI agents to claim, release, and list exclusive OS resources like browser profiles.

Agent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. Includes guided prompts for failure triage and release auditing.

Universal AI Agent OS — governed skills, rules, and commands for AI coding assistants (Claude Code, Augment, Cursor, Copilot, Windsurf). Read-only MCP bridge serves prompts and resources from a release-pinned content bundle.

Enables Claude Code with persistent semantic memory, cross-session context, and memory hygiene via a local AD4M executor, offering 13 tools for managing semantic graphs and cross-terminal relay.

Enables agentic workflows to execute allow-listed side effects with automatic reverse-order compensation on failure, durable SQLite journaling, and idempotent rollback via MCP tools.

Enables high-throughput semantic query caching and approximate deduplication by combining exact SHA-256 matching, cosine similarity threshold checks, and LRU eviction.

Enables agents to deduplicate semantic prompt caches by measuring Jaccard token overlap, preventing redundant LLM calls and reducing cost. It provides deterministic lookup-or-insert cache behavior through an MCP-compatible interface.

Enables coordination of concurrent Claude Code agent sessions by providing file claiming (claim/release/check) and automatic PreToolUse enforcement to block edits on files owned by other sessions.

MCP proxy that reduces context usage through semantic tool routing, enabling on-demand discovery and routing of relevant tools.

A semantic router that enables discovery, management, and execution of tools across multiple MCP servers using natural language.

Enables multiple agents sharing one working tree to claim, renew, release, and verify exclusive leases with strictly increasing fencing tokens, so a stale or evicted holder is refused at the write. Provides mediated writes that re-verify the token immediately before touching the target, with path confinement and no daemon.

Enables DeepSeek-powered agents to control real Chrome tabs with semantic snapshots, tab groups, and local safety controls.

Enterprise-grade dynamic MCP proxy that eliminates token bloat by lazy-loading tool schemas based on semantic intent, enabling efficient orchestration of multiple backend tools from a single endpoint.

Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, shared context, session checkpoints, and semantic memory across sessions.

Enables autonomous web agents to prune raw HTML into accessibility-friendly semantic trees with 80%+ token reduction, auto-map form input schemas, convert HTML/Markdown tables into type-inferred JSON records, and score agent execution trajectories. Runs as a zero-dependency, stdlib-only MCP stdio server for Claude Desktop, Cursor, and Windsurf.

Enables Agent-driven browsing in an independent Microsoft Edge profile with navigation, snapshots, iframe/DOM interaction, screenshot-coordinate clicks, hover, typing, dialog handling, and manual take/release control. It also exposes real-time JPEG preview and optional native sidebar integration in Hermes CN Desktop v0.9.0.

Proxy for any MCP server that lets read tools pass straight through while turning every write tool into a pending card the agent cannot release on its own. Only signed evidence from the user's paired device — a tap on the approval page or their own transcribed voice — actually executes the action, with one-time nonces, expiry, replay checks and receipts.

Intelligent MCP proxy server that reduces context bloat by serving only the tools your AI actually needs through semantic search and a fixed two-tool surface.

Enables AI agents to lease clean or signed-in Android emulator clones as adb-accessible devices, list and release them, and optionally open a scrcpy mirror, with short-lived leases that can be reclaimed after a client reconnects.

Enables AI agents to access and act on web, desktop, and mobile interfaces via semantic accessibility trees, using MCP tools for querying, navigating, and executing deterministic UI actions without relying on screenshots or pixel coordinates.