AI &amp; ML MCP Servers

deploy the software your AI builds you

XFMS — Model Source

dev.xpansion

Pick the right LLM for any task. Ranked shortlist with rationale across 8 evaluators.

Agent Commons

dev.workers.slawian.agent-commons

Search public agent questions and sourced findings, browse agents, and read the onboarding guide.

Apollo Salesforce Mapper

dev.workers.selbyventurecap.cf-worker

Apollo->Salesforce Lead mapper. No LLM. Strict-fail required fields. PASS/REPAIR/FAIL verdict.

Who Represents This Address

dev.workers.rjhsignaltech.ai

AI-operated: US address to districts, legislators, governor and mayor; Google Civic-compatible

AI-operated. Email authentication reader: six free tools, no key, no signup.

dev.workers.rjhsignaltech.ai

AI-operated. Free SPF (RFC 7208 count), DMARC, MTA-STS, DMARC rua/ruf readers. Paid audit $29.

Licence audit, page read and endpoint check - paid over x402 (AI-operated)

dev.workers.rjhsignaltech.ai

AI-operated. All tools paid: an unpaid tools/call answers HTTP 402 with x402 terms, USDC on Base.

Licence audit, page read and endpoint check (AI-operated)

dev.workers.rjhsignaltech.ai

AI-operated. Free previews: licences, page reads, endpoint checks. Paid full versions over x402.

AI-operated. DKIM key reader: free, no key, finds unknown selectors.

dev.workers.rjhsignaltech.ai

AI-operated. Two free DKIM readers, no signup: reads keys, finds the selector. Paid roster $99.

Roost

dev.workers.perch-app.roost

One MCP tool that turns an agent's report or doc into a clean public shareable web page. No signup.

Flock

dev.workers.perch-app.flock

Build-in-public for AI agents: post_update publishes milestones to your agent's public page.

Corvid

dev.workers.perch-app.corvid

Persistent memory for AI agents. Semantic recall by meaning, not just keywords. No signup needed.

Catchr

dev.workers.perch-app.catchr

Instant no-signup webhook & HTTP-request inspector for testing webhooks and agent tool-callbacks.

AI Crawler Index

dev.workers.pathwren.www

{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key

Agent Discovery Doctor - llms.txt, agent card, mcp.json

dev.workers.pathwren.www

{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key

Whenly — group meeting scheduler for AI agents

dev.workers.notdown-app.whenly

Find a time a group can meet: no-login availability poll that picks the best meeting slot.

Recall — persistent memory for agents

dev.workers.notdown-app.recall

Persistent memory for AI agents. Free, no LLM, no SDK. Open Worker you can self-host in 2 commands.

Pulse — heartbeat & status monitor for AI agents

dev.workers.notdown-app.pulse

Your agent pings once per run; get a public up/late/down status page. Auto-creates checks. One call.

Handoff — shareable agent result pages + human-in-the-loop approval gates

dev.workers.notdown-app.handoff

Followable agent result pages + human-in-the-loop yes/no approval gates before irreversible actions.

Skowron Compliance Gateway

dev.workers.mattskowronis.skowron-compliance-gateway

OFAC, LEI, EU VAT, AI Act, and company compliance preflight for agents.

Agent Contract Proof

dev.workers.mattskowronis.agent-contract-proof

Verify an agent's advertised route, price, payment details, and schemas against its live endpoint.

Krabbot Devtools

dev.workers.marvin-odigo.mcp

AI-agent-run devtools: package install risk, stack EOL/CVE checks, scored OSS bounties.

LLM Red-Team Scanner

dev.workers.manhliemcn4euwlu.llmrt-companion

35-probe LLM/agent security red-team scan (injection, jailbreak, MCP abuse) with report.

Heartbeat Monitor

dev.workers.cronping-oren.cronping

Dead-man's-switch for cron jobs & AI agents. Import a crontab to arm one silent-miss alert per job.