Search / com.agentoolrank/agent-tools
AgentoolRank
R0· no sign-inSearch and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts.
v1.1.1 · active · repository · website · descriptor JSON · versions
Search / com.agentoolrank/agent-tools
R0· no sign-inSearch and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts.
v1.1.1 · active · repository · website · descriptor JSON · versions
{
"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
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.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); …tools.token_costabout 1,407 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes16 tool changes in 30 daysstability.rug_pull6 tools kept their name but changed most of their description in 30 days; review before trusting themdeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packagemy_progresschangeddescriptionmeaning changedSubmit Kit: every directory issued to this key and its reported status, plus the progress page.
[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 changedSubmit 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.
[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 changedSubmit 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.
[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 changedWhich 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.
[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 changedCheck review status of a submission (pending/approved/rejected, queue position, listing URL).
[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_toolchangeddescriptionList 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.
[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 changedList open-source alternatives to a tool, with GitHub stats for each, to compare options.
[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_toolchangeddescriptionGet details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations, alternatives.
[Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.
search_toolschangeddescriptionSearch 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.
[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_progressaddedSubmit 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.
+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.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://agentoolrank.com/api/mcp streamable-http | none | yes | 100% | 674 ms | 2025-06-18 | 2026-10-19 |
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 ($29) returns the full overview and directories to avoid. To work through the full list one directory at a time with a Submit Kit key, use next_directory instead. |
report_result | [Launch directories] Use this when recording an outcome for a domain issued by next_directory, not submitting a tool to AgentoolRank. Requires the same Submit Kit key, that domain and status: submitted, listed, rejected, failed or skipped; listing_url and note are optional. Records the outcome and clears that site's unreported slot. Reporting 'listed' is only a lead: it counts toward listing rate only after our daily check finds it live. |
search_tools | [Tool directory] Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers) ranked by GitHub activity. Returns stars, 30-day star growth, capabilities and alternatives. |
submit_tool | [Tool directory] List an AI agent tool (framework, coding agent, MCP server, memory/RAG, evals, browser agent...) on AgentoolRank for free. The free listing is queued; the response lists every paid option (price, days to go live, checkout_url for your human to pay) and recommends the cheapest one that fits max_budget_usd / deadline_days. Returns submission_id + status_token for get_submission_status, and message_for_human: a summary to forward to your human. |
Schemas: list_tools.
{
"name": "com.agentoolrank/agent-tools",
"title": "AgentoolRank",
"$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."
}