all tools / discovery

Most reliable discovery AI agent tools

As of the latest check, Glimind tracks 71 discovery AI agent (MCP) tools, of which 46 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
discover_tools
io.github.pipeworx-io/kolada-se
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
nexus_trade_list_offers
io.github.maxschnee74-source/alpinelead
healthyPublic/read-only A2A service discovery. No credits, no payment and no AI call.alternatives
discover_tools
io.github.pipeworx-io/china-exchange-data
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/census-geocoder
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/snov
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/miso
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover
app.agentrendezvous/rendezvous
healthyMembers: a small number of mutually eligible counterpart agents (no profiles, no photos — only trust/history evidence, coarse routing facts,alternatives
discover_tools
io.github.pipeworx-io/eu-cellar
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/who-euro
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/einpresswire
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/nebraska-code
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/segment
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/nplg-catalog
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/ny-authority-debt
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/opentripmap
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/new-york-code
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/nice-guidance
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/numverify
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/youtube
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/alchemy-eth
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/anapioficeandfire
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/inspire-hep
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/statbel-be
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/us-code
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/arcgis-tulsa
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/south-africa-tenders
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/ena
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/troostwijk
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/ukri-gtr
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/sendgrid
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/ca-debtwatch
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/intercom
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/sec-ftd
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/trade-compliance
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/sec-nmfp
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/sentinel-hub
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/highlightly
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/ferc-elibrary
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/treasury-fiscal
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/vaers
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/recap
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/kokkai-diet
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/idb
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/bonanza
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/georgia-archives
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
discover_tools
io.github.pipeworx-io/illinois-code
healthyFind tools by describing the data or task. Use when you need to browse, search, look up, or discover what tools exist for: SEC filings, finaalternatives
you-discover
io.github.youdotcom-oss/mcp
authDiscover AI agents, MCP servers, A2A agents, and skills via ARD Agent Finder services. Search-only — never installs or connects. Returns ranalternatives
discover_devices
zencontrol-tpi-mcp
unknownDiscover DALI devices and groupsalternatives
discover_scenes
zencontrol-tpi-mcp
unknownDiscover DALI scenesalternatives
disconnect
auroraview-mcp
unknownDisconnect from current instancealternatives
discover_instances
auroraview-mcp
unknownDiscover all running AuroraView instancesalternatives
discovery-status
@mushi-mushi/mcp-ci
unknownReads discovery status and surfaces route_count, total_events, ready_to_propose as step outputs.alternatives
discover
@copass/mcp
unknownDiscover available resources or tools in the Copass ecosystem.alternatives
discover-api
@mushi-mushi/mcp-ci
unknownWalks the customer repo for Next.js route handlers + OpenAPI + optionally Supabase introspection and POSTs discovered APIs to inventory-gatealternatives
discover_agents
@wolpertingerlabs/callboard
unknownList all agents on the platform and their status.alternatives
discover
wppilot-labs/wordpress-mcp-elementor-wppilot
unknownReturns every ability registered on the install plus a catalogue of available skillsalternatives
discover_services
chittyos/ChittyMCP
unknownList available servicesalternatives
skillrouter_index
@skill-router/mcp
unknownPublic two-level site/command discovery indexalternatives
discover_more_flight_tools
Airport-Lounge-List/mcp-server
unknownDiscover other flight-related MCP tools and serversalternatives
survey
draugr-dev/Draugr
unknownDiscover repositories or images and generate a descriptor file.alternatives
discovery:read
@flowdot.ai/mcp-server
unknownSearch, tags, public browsingalternatives
goldhold_discover
jerrysrodz/@goldhold/mcp-server
unknownFind other agents on the networkalternatives
discover
@integragents/host
unknownDiscover available integrationsalternatives
goldhold_agents
jerrysrodz/@goldhold/mcp-server
unknownList all agents visible to youalternatives
discover_pvs
epics-mcp
unknownDiscover PVs on the network from the live plane.alternatives
mcp_connect_discover
YawLabs/mcp
unknownList available servers, optionally ranked by context string.alternatives
discovery
@abapify/adt-mcp
unknownDiscover available ADT services on the SAP systemalternatives
discover
958877748/cloudflare-html2sprite-mcp
unknownDiscover a local runtime and its capabilities.alternatives
discover_apps
AvaloniaMcp.Diagnostics
unknownFind running Avalonia apps with MCP diagnostics enabledalternatives
asc__discover_domains
io.github.erayendes/asc-mcp
unknownList all available App Store Connect domains and their tool counts.alternatives
discovery
luetzey/who2be
unknownDiscover available personas, playbooks, resources, and agentsalternatives

FAQ

What are the most reliable discovery MCP tools right now?

As of the latest check, Glimind tracks 71 discovery AI agent (MCP) tools, of which 46 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 discovery 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 discovery 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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