# AgentoolRank

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

- name: com.agentoolrank/agent-tools
- version: 1.1.1
- connection class: R0 (autonomous)
- trust: 96/100
- quality: 63/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.agentoolrank%2Fagent-tools
- tools: https://api.protogrid.dev/v1/servers/com.agentoolrank%2Fagent-tools/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "agent-tools": {
      "type": "http",
      "url": "https://agentoolrank.com/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-100% +updated-15d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 63/100 (needs work)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recommend_directories (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_tool (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 1,407 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 25 (weight 15)

- warn `stability.changes`: 16 tool changes in 30 days
- fail `stability.rug_pull`: 6 tools kept their name but changed most of their description in 30 days; review before trusting them

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 9, about 1,407 tokens to load them all
- tool set hash: 822088af04c33370346e5fb270c8d311
- tools last changed: 2026-10-06T03:00:15.659Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.agentoolrank/agent-tools.svg)](https://protogrid.dev/servers/com.agentoolrank/agent-tools)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-06 `my_progress` changed (description) **meaning changed**
  - before: Submit Kit: every directory issued to this key and its reported status, plus the progress page.
  - after: [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.
- 2026-10-06 `report_result` changed (description) **meaning 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: [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.
- 2026-10-06 `next_directory` changed (description) **meaning 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: [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.
- 2026-10-06 `recommend_directories` changed (description) **meaning 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: [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.
- 2026-10-06 `get_submission_status` changed (description) **meaning changed**
  - before: Check review status of a submission (pending/approved/rejected, queue position, listing URL).
  - after: [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.
- 2026-10-06 `submit_tool` changed (description)
  - 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: [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.
- 2026-10-06 `get_alternatives` changed (description) **meaning changed**
  - before: List open-source alternatives to a tool, with GitHub stats for each, to compare options.
  - after: [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.
- 2026-10-06 `get_tool` changed (description)
  - before: Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations, alternatives.
  - after: [Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.
- 2026-10-06 `search_tools` changed (description)
  - 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: [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.
- 2026-10-04 `my_progress` added
  - Submit Kit: every directory issued to this key and its reported status, plus the progress page.

Full history: https://api.protogrid.dev/v1/servers/com.agentoolrank%2Fagent-tools/changes

## Remotes

- https://agentoolrank.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## 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.