all tools / agent

Most reliable agent AI agent tools

As of the latest check, Glimind tracks 26 agent AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
register_agent
io.github.meltingpixelsai/zero-core-budget
healthyRegister an agent with daily and weekly budget limits. Free tool - call this before using check_spend or report_spend. Upserts if agent alrealternatives
agent
KnockOutEZ/wigolo
unknownAutonomous agent loop for gathering informationalternatives
stop
io.github.sebstaq/opencode-subagent-mcp
unknownAbort a running agent and return what it producedalternatives
send_message
io.github.sebstaq/opencode-subagent-mcp
unknownContinue a finished agent with its full history; also after a restartalternatives
wait
io.github.sebstaq/opencode-subagent-mcp
unknownCollect a run_in_background agent (optionally with a timeout)alternatives
list
io.github.sebstaq/opencode-subagent-mcp
unknownThis session's agents, Claude agent definitions and opencode agentsalternatives
agent
@staticn0va/wigolo
unknownRun an autonomous research agent that iteratively gathers informationalternatives
agent_result
rixzkiye/codex-router
unknownRetrieve the final result of a completed agent.alternatives
agent_respond
rixzkiye/codex-router
unknownRespond to an agent awaiting user input.alternatives
ada_turbo_agent
adacreativeco/ADA Turbo
unknownTriggers a specialized agency agent to perform a task in the ADA Turbo system.alternatives
agent
io.github.mysleekdesigns/crawlforge-mcp-server
unknownAutonomous agent that plans, gathers, and shapes an answer from natural language description — no URLs required.alternatives
proxima_agent_delegate
fp101fs/Proxima Centauri
unknownDelegate a task to the Proxima Agent for autonomous executionalternatives
proxima_agent_status
fp101fs/Proxima Centauri
unknownGet the current status of the Proxima Agentalternatives
agent
robotlearning123/gpt2agent
unknownAgent Mode with autonomous browsing and code executionalternatives
list_agents
io.github.AIPOST-EMAIL/mcp-server
unknownSearch the public agent directory by name or alias.alternatives
list_agents
@hasna/connectors
unknownList agents with paginationalternatives
agent
sebstaq/opencode-subagent-mcp
unknownRun a subagent; returns its final report, usage and worktree outcome.alternatives
wait
sebstaq/opencode-subagent-mcp
unknownCollect a run_in_background agent, optionally with a timeout.alternatives
stop
sebstaq/opencode-subagent-mcp
unknownAbort a running agent and return what it produced.alternatives
agent_set_recall_profile
ai.smartmemory/smartmemory-mcp
unknownSet agent recall profile.alternatives
agent_get_recall_profile
ai.smartmemory/smartmemory-mcp
unknownGet agent recall profile.alternatives
send_message
sebstaq/opencode-subagent-mcp
unknownContinue a finished agent with its full history; also after a restart.alternatives
agent
io.github.sebstaq/opencode-subagent-mcp
unknownRun a subagent; returns its final report, usage and worktree outcomealternatives
agent_work
Cho8432/mcp-github-project-manager
unknownAgent task substrate for self-assignment, heartbeats, and reviewsalternatives
agent.runGoal
sutradhar
unknownHand control to Sutradhar's autonomous agent loop for a natural-language objectivealternatives
register-agent
@hasna/mementos
unknownRegister an agentalternatives

FAQ

What are the most reliable agent MCP tools right now?

As of the latest check, Glimind tracks 26 agent AI agent (MCP) tools, of which 1 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank agent tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a agent tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.