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AgentoolRank

R0· no sign-in

Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts.

v1.1.1 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality63needs work
Trust96of 100
Uptime, 30 days100%
Latency p50674 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "agent-tools": {
      "type": "http",
      "url": "https://agentoolrank.com/api/mcp"
    }
  }
}
claude mcp add --transport http agent-tools https://agentoolrank.com/api/mcp
[mcp_servers.agent-tools]
url = "https://agentoolrank.com/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agent-tools": {
      "type": "remote",
      "url": "https://agentoolrank.com/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "agent-tools": {
      "type": "http",
      "url": "https://agentoolrank.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agent-tools&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWdlbnRvb2xyYW5rLmNvbS9hcGkvbWNwIn0%3D"
}
{
  "servers": {
    "agent-tools": {
      "type": "http",
      "url": "https://agentoolrank.com/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "agent-tools": {
      "httpUrl": "https://agentoolrank.com/api/mcp"
    }
  }
}
extensions:
  "agent-tools":
    enabled: true
    name: "agent-tools"
    type: streamable_http
    uri: "https://agentoolrank.com/api/mcp"
    timeout: 300

Quality 63 / 100needs work

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_alternatives (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_submission_status (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recommend_directories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 1,407 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability25 · weight 15
  • warn
    stability.changes16 tool changes in 30 days
  • fail
    stability.rug_pull6 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,407 tokens to load them all · tool set 822088af04c3 · tools last changed 2026-10-06 · checked 2026-10-19 15:48 UTC

Tool changes

  • my_progresschangeddescriptionmeaning changed
    before

    Submit Kit: every directory issued to this key and its reported status, plus the progress page.

    after · 19% of words in common

    [Launch directories] Use this after report_result or to resume a session; requires the Submit Kit key. Returns product_type, cap, sites, progress_page and counts: issued (total handed out), unreported, submitted, listed_reported, rejected, failed and skipped. Outstanding sites have status 'issued' in sites. Remaining allowance is cap minus issued, not a returned field or a guarantee of matching directories. Not for AgentoolRank listing review status — that is get_submission_status.

  • report_resultchangeddescriptionmeaning changed
    before

    Submit Kit: report what happened at a directory you got from next_directory. status: submitted | listed | rejected | failed | skipped. A reported 'listed' is checked by our own daily listing check before it counts toward any listing rate.

    after · 29% of words in common

    [Launch directories] Use this when recording an outcome for a domain issued by next_directory, not submitting a tool to AgentoolRank. Requires the same Submit Kit key, that domain and status: submitted, listed, rejected, failed or skipped; listing_url and note are optional. Records the outcome and clears that site's unreported slot. Reporting 'listed' is only a lead: it counts toward listing rate only after our daily check finds it live.

  • next_directorychangeddescriptionmeaning changed
    before

    Submit Kit (paid, key required): get the NEXT launch directory to submit this product to, one at a time, ranked for the product type by our measured listing rate (listing_rate shows how many of the submissions we checked are live, with n and the verification date; small_sample when n < 3). Submit there, then call report_result before asking for more: at most 3 unreported sites at once, up to 50 per key. The product type is bound on the first call.

    after · 42% of words in common

    [Launch directories] Use this when working through launch directories with a required Submit Kit key. Returns exactly one next directory when available; submit there, then call report_result. May return report_first or done instead. At most 3 unreported sites, up to 50 per key; product_type is bound on first issuance. For a free overview list, use recommend_directories.

  • recommend_directorieschangeddescriptionmeaning changed
    before

    Which launch directories should a product be submitted to? Returns sites our own products actually went through, each tagged auto / manual (needs one human step) with free-tier conditions, measured link type, login, human-only steps, form tips and the success signal to look for, plus one checklist of the human steps. Free: top 5. With a Submit Kit key ($29 one-time): up to 50 sites tailored to the product type, handed out one at a time via next_directory, plus a "don't submit" list with reasons. No automated submission, no captcha bypass, no traffic or ranking promised.

    after · 33% of words in common

    [Launch directories] Use this when you need a free overview of the best-fit launch directories for a product_type: top 5, no key required, with conditions and submission steps. An optional valid Submit Kit key ($29) returns the full overview and directories to avoid. To work through the full list one directory at a time with a Submit Kit key, use next_directory instead.

  • get_submission_statuschangeddescriptionmeaning changed
    before

    Check review status of a submission (pending/approved/rejected, queue position, listing URL).

    after · 23% of words in common

    [Tool directory] Use this when checking the AgentoolRank review status of a tool you submitted via submit_tool. Requires submission_id and status_token from that submission; returns review status, queue position and listing URL when available. Not for launch-directory progress — that is my_progress.

  • submit_toolchangeddescription
    before

    List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_status, and message_for_human: a summary to forward to your human.

    after · 98% of words in common

    [Tool directory] List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_status, and message_for_human: a summary to forward to your human.

  • get_alternativeschangeddescriptionmeaning changed
    before

    List open-source alternatives to a tool, with GitHub stats for each, to compare options.

    after · 21% of words in common

    [Tool directory] Use this when you need alternatives to a known AI agent tool, not launch directories. Pass slug, the tool identifier returned by search_tools (for example, dify), not a URL or directory domain. Returns the source tool slug and its recorded alternatives with GitHub stats for comparison.

  • get_toolchangeddescription
    before

    Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations, alternatives.

    after · 89% of words in common

    [Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.

  • search_toolschangeddescription
    before

    Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers...) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives.

    after · 93% of words in common

    [Tool directory] Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives.

  • my_progressadded

    Submit Kit: every directory issued to this key and its reported status, plus the progress page.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 96 / 100

provenance85
liveness100
freshness100
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% +updated-14d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://agentoolrank.com/api/mcp streamable-httpnoneyes100%674 ms2025-06-182026-10-19

Tools (9)

get_alternatives[Tool directory] Use this when you need alternatives to a known AI agent tool, not launch directories. Pass slug, the tool identifier returned by search_tools (for example, dify), not a URL or directory domain. Returns the source tool slug and its recorded alternatives with GitHub stats for comparison.
get_submission_status[Tool directory] Use this when checking the AgentoolRank review status of a tool you submitted via submit_tool. Requires submission_id and status_token from that submission; returns review status, queue position and listing URL when available. Not for launch-directory progress — that is my_progress.
get_tool[Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.
my_progress[Launch directories] Use this after report_result or to resume a session; requires the Submit Kit key. Returns product_type, cap, sites, progress_page and counts: issued (total handed out), unreported, submitted, listed_reported, rejected, failed and skipped. Outstanding sites have status 'issued' in sites. Remaining allowance is cap minus issued, not a returned field or a guarantee of matching directories. Not for AgentoolRank listing review status — that is get_submission_status.
next_directory[Launch directories] Use this when working through launch directories with a required Submit Kit key. Returns exactly one next directory when available; submit there, then call report_result. May return report_first or done instead. At most 3 unreported sites, up to 50 per key; product_type is bound on first issuance. For a free overview list, use recommend_directories.
recommend_directories[Launch directories] Use this when you need a free overview of the best-fit launch directories for a product_type: top 5, no key required, with conditions and submission steps. An optional valid Submit Kit key ($29) returns the full overview and directories to avoid. To work through the full list one directory at a time with a Submit Kit key, use next_directory instead.
report_result[Launch directories] Use this when recording an outcome for a domain issued by next_directory, not submitting a tool to AgentoolRank. Requires the same Submit Kit key, that domain and status: submitted, listed, rejected, failed or skipped; listing_url and note are optional. Records the outcome and clears that site's unreported slot. Reporting 'listed' is only a lead: it counts toward listing rate only after our daily check finds it live.
search_tools[Tool directory] Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives.
submit_tool[Tool directory] List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_status, and message_for_human: a summary to forward to your human.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.agentoolrank/agent-tools",
  "title": "AgentoolRank",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://agentoolrank.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.1.1",
  "repository": {
    "url": "https://github.com/agent-gigmole/agentoolrank-mcp",
    "source": "github"
  },
  "websiteUrl": "https://agentoolrank.com/agents",
  "description": "Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts."
}