AgentoolRank

Name: AgentoolRank
Author: com.agentoolrank

MCP serverMCP

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

by com.agentoolrankrepository ↗homepage ↗v1.1.1

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This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"agentoolrank","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

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Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability25/25 checks ok

when	check	result	http	latency	detail
5 h ago	mcp initialize	ok	200	243 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
12 h ago	mcp initialize	ok	200	160 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
19 h ago	mcp initialize	ok	200	160 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
25 h ago	mcp initialize	ok	200	164 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
32 h ago	mcp initialize	ok	200	176 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	152 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	173 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	160 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
2 d ago	mcp initialize	ok	200	173 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools
3 d ago	mcp initialize	ok	200	165 ms	server agentoolrank 1.0.0 · protocol 2025-06-18 · 9 tools

Tools observed via MCP handshake

search_tools — [Tool directory] Search open-source AI agent tools (frameworks, coding agents, memory, RAG, observability, MCP servers) ranked by GitHub activity. Returns stars
get_tool — [Tool directory] Get details for one tool by slug (from search_tools): GitHub stats, capabilities, best-for, limitations and alternatives.
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 (
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
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 tha
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 s
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
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 K
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 count

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

repoUrl Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

homepageUrl Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registrycom.agentoolrank/agent-tools

first seen 7 d ago · fetched 21 h agoopen ↗

Field history (10 recent events)

4 d ago · declared · summary → "Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts."
4 d ago · declared · description → "Search and compare open-source AI agent tools ranked by live GitHub activity, with compare prompts."
4 d ago · declared · repoUrl → "https://github.com/agent-gigmole/agentoolrank-mcp"
4 d ago · declared · version → "1.1.1"
7 d ago · declared · version → "1.0.1"
7 d ago · declared · summary → "Search, compare and list 460+ open-source AI agent tools ranked by live GitHub activity."
7 d ago · declared · protocols → ["mcp"]
7 d ago · declared · description → "Search, compare and list 460+ open-source AI agent tools ranked by live GitHub activity."
7 d ago · declared · publisherName → "com.agentoolrank"
7 d ago · declared · homepageUrl → "https://agentoolrank.com/agents"

This record is unclaimed

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