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Most reliable navigation AI agent tools

As of the latest check, Glimind tracks 39 navigation AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
navigate
io.github.wyre-technology/liongard-mcp
unknownNavigate to a domain (inspectors, systems, metrics, alerts, users, groups, environments, integrations) to access its tools.alternatives
blackpoint_status
io.github.wyre-technology/blackpoint-mcp
unknownReports current health and available domainsalternatives
blackpoint_back
io.github.wyre-technology/blackpoint-mcp
unknownGo back in the navigation menualternatives
ninjaone_back
io.github.wyre-technology/ninjaone-mcp
unknownReturn to main menu.alternatives
route
io.github.algolayertechnologies/mapsi-mcp
unknownTurn-by-turn directions. Modes: auto, truck, bicycle, pedestrian, motor_scooter.alternatives
isochrone
io.github.algolayertechnologies/mapsi-mcp
unknownReachability polygon within N minutes or N metres. Returns GeoJSON for MapLibre/Leaflet.alternatives
matrix
io.github.algolayertechnologies/mapsi-mcp
unknownTravel time + distance matrix for up to 50×50 origin-destination pairs in one call.alternatives
map_match
io.github.algolayertechnologies/mapsi-mcp
unknownSnap a GPS trace to the road network. Coordinates are [lon, lat] order (GeoJSON).alternatives
nearest_road
io.github.algolayertechnologies/mapsi-mcp
unknownFind nearest routable road point. Call this if route returns 'no route found'.alternatives
navi
mcp-gaode-map
unknown唤端导航:唤起高德地图APP进行导航alternatives
list_dcc_instances
auroraview-mcp
unknownDiscover instances in DCC environmentsalternatives
list_pages
auroraview-mcp
unknownList all pages in connected instancealternatives
get_page_info
auroraview-mcp
unknownGet detailed page informationalternatives
get_directions
apple-mcp
unknownGet directions between two locationsalternatives
go_to
mlkgrnt/Junimo-MCP
unknown寻路移动(长距自动分段接力)alternatives
warp
mlkgrnt/Junimo-MCP
unknown跨地图传送(异步,自动回读确认落地位置)alternatives
face
mlkgrnt/Junimo-MCP
unknown转向 0上/1右/2下/3左alternatives
meraki_navigate
wyre-technology/Meraki MCP Server
unknownExplore available tools by domainalternatives
nav_query_path
wgt19861219/Godot MCP Enhanced
unknown查询 3D 导航路径alternatives
list_routes
io.github.ljcl/strava-mcp
unknownList saved routesalternatives
web_nav_step
@skill-router/mcp
unknownNext member navigation step (selector + fallback + last-verified)alternatives
penpot_navigate
devstroop/Penpot MCP Server
unknownNavigate projects, files, pages (legacy)alternatives
get_route
io.github.ljcl/strava-mcp
unknownGet details of a saved routealternatives
export_route_gpx
io.github.ljcl/strava-mcp
unknownExport a route as GPXalternatives
qbo_navigate
WYRE-AI/qbo-mcp
unknownHelper tool for domain navigation.alternatives
drop_pin
apple-mcp
unknownDrop a pin at a locationalternatives
halopsa_navigate
io.github.WYRE-AI/halopsa-mcp
unknownSelect a domain to work withalternatives
halopsa_back
io.github.WYRE-AI/halopsa-mcp
unknownReturn to main menualternatives
blackpoint_navigate
io.github.wyre-technology/blackpoint-mcp
unknownOptional guided menu navigation to a domainalternatives
navigate-router
rsbuild-plugin-vue-mcp
unknownNavigate the router (like router.push) and return the new route info. Requires vue-router.alternatives
domotz_navigate
WYRE-AI/domotz-mcp
unknownNavigate to a Domotz domain (agents, devices, metrics, network, alerts, power)alternatives
cwautomate_navigate
WYRE-AI/connectwise-automate-mcp
unknownNavigate the ConnectWise Automate decision treealternatives
cwautomate_back
WYRE-AI/connectwise-automate-mcp
unknownReturn to the main menu from a domainalternatives
clio_navigate
wyre-technology/clio-mcp
unknownSwitch into one of the eight domains; domain tools appear next.alternatives
clio_back
wyre-technology/clio-mcp
unknownReturn to the navigation menu from within a domain.alternatives
navigate
expo-agent-bridge
unknownNavigates to an Expo Router routealternatives
abnormal_back
io.github.WYRE-AI/abnormal-mcp
unknownReturn to domain selectionalternatives
send_navigation_goal
sallu-786/Unitree Go2 MCP Server
unknownSends a 2D navigation goal to the robot's Nav2 stackalternatives
replay_waypoints
sallu-786/Unitree Go2 MCP Server
unknownReplays saved autonomous navigation waypointsalternatives

FAQ

What are the most reliable navigation MCP tools right now?

As of the latest check, Glimind tracks 39 navigation AI agent (MCP) tools, of which 0 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 navigation 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 navigation 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.

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