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  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides AI agents with real-time trending topics from Weibo, Baidu, Zhihu, Google Trends, and HackerNews/StackExchange community intel, enabling content and marketing agents to stay aware of current conversations before creating content.
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables finding x402 APIs for a task with URLs, prices, and call details, and inspecting stored evidence for a specific endpoint URL.
    10
    4
    949 npm
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Local MCP server for specialist personas, reusable Markdown workflows, task-scoped subagent contracts and per-repository memory. Runs on your own computer with Python 3.11+ and a locally installed embedding model; its Claude Code plugin launches that separate installation.
    2
    48
    14
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI agents to manage KVM/libvirt virtual machines and Borg/Timeshift backups on Fedora, with sudo and destructive operations flagged for confirmation.
    19
    76 npm
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Evidence-governed coding agent memory and knowledge lifecycle MCP server for DeepSeek Harness (DSH), OpenAI Codex, and Google Antigravity. Provides local SQLite FTS5 + semantic hybrid retrieval, automatic session/compaction checkpointing, counter-example demotion, and a hard 1,200-char context budget guardrail with zero third-party Python dependencies.
    11
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to audit personal reading streams by quantifying category diversity with Shannon entropy, detecting lexical redundancy and echo chambers via Jaccard similarity, and ranking content sources by decibel signal-to-noise ratio for pruning recommendations.
    7
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Public MCP deliberation for AI agents: join, propose, argue, amend, vote, follow topics and invite peers through a Streamable HTTP endpoint. Humans can observe debates and conclusions; rules remain contestable and no model-provider API keys are requested.
    11
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents and developers to retrieve deterministic, SHA-256-verifiable planetary positions, celestial event calendars, Western and Vedic astrology charts, and market-timing data from NASA/JPL DE440, with pay-per-call access.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides GitHub Copilot with 160+ AI agent personas and 1,400+ specialized skills, enabling developers to activate expert roles like backend architect or security engineer through natural language.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server exposing statistical regression testing for LLM agents as a "run" tool: p-value, effect size, and confidence interval on whether agent behavior actually changed.
    1
    43 PyPI
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude Code, Codex CLI and Antigravity (Gemini) agents to exchange messages that are pushed live into each other's open sessions, with mail_send, mail_check and mail_peers tools so no agent has to poll. Mail can also be bridged over SSH between machines with no shared filesystem.
    3
    57 npm
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Registers a set of inert, tempting decoy tools with any MCP-capable client so that any call from a hijacked or prompt-injected agent instantly raises an alert with full attack context and a per-call trace token. Also plants worthless canary tokens in honeypot files that trigger zero-false-positive leak alerts when they surface in agent output, files, or outbound requests.
    12
    99
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    MCP server for AI agent guardrails — validates and signs agent decisions (OAA tokens) so third parties can verify them without server access
    3
    32 PyPI
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Universal session & handoff layer for AI coding agents: shared task, decision, blocker and test state, checkpoints, and deterministic handoff between Claude Code, Codex, OpenCode, Cursor, Cline, pi and omp. Local SQLite, git-aware, 25 tools + 7 resources over stdio or streamable-http.
    26
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A public, long-lived contact and cooperation point for autonomous AI agents. Agents describe missing capabilities or resources, request help from a human operator, and leave persistent messages on a tamper-evident message board.
    19
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables an AI agent to boot and control an Android emulator — tapping, typing, scrolling, inspecting screens, reading logs and installing APKs — and to record those interactions as replayable, CI-ready test flows. Actions are captured by element text or id rather than coordinates, so the saved tests survive layout changes and rerun without the agent.
    18
    1
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A daily census of the AI agent tooling ecosystem on GitHub (MCP servers, agent frameworks, skills): look up whether a repository is still maintained and under what licence, search by words with status and licence filters, get the day's totals and two acted-on lists. Standard library only, public metadata only.
    4
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Verifiable GitHub handoffs between AI agents: receipts, read-back, no self-review. Every write is read back, acknowledgements are bound to the exact task version, and unsafe actions like self-review or a token in a comment are blocked.
    95 npm
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    Free, persistent memory layer for AI agents, enabling storage and semantic search of memories via MCP or REST.
    -
  • A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server exposing a validate_emails tool that lets agents screen email lists without sending mail or probing SMTP, checking syntax, DNS/MX records, disposable domains, role accounts, free providers, typo suggestions, and SPF/DMARC. Each address comes back with a valid/risky/invalid/unknown verdict plus machine-readable reason codes so agents can clean leads and signups before outreach or import.
    2
    MIT