SF Early Learning For All (ELFA) & CareWait MCP Server
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- FlicenseNot gradedqualityBmaintenanceEnables AI assistants to query structured NYC family data, including neighborhoods, schools, admissions, safety, health, family resources, kids' activities, and neighborhood comparisons.-
- AlicenseNot gradedqualityAmaintenanceEnables AI agents to discover postings from watched company boards ranked by keyword fit, tailor and fact-check resumes against a source-cited profile, render ATS-readable PDFs, submit applications through the user's own browser, and track replies and follow-ups. All ranking, claim checking and email classification run as plain code, so LLM tokens are spent only on writing.1Apache 2.0

Dayplayofficial
AlicenseAqualityCmaintenanceProvides AI agents with curated San Francisco Bay Area places, verified real-time events, and neighborhood-bound local concierge experiences, strictly limited to San Francisco, Oakland, and Berkeley.3142 npmMIT- FlicenseAqualityBmaintenanceModel-agnostic multi-agent system that discovers government benefits and insurance plans, validates eligibility, and produces prioritized enrollment action plans. Integrated with Google Antigravity via MCP for a conversational interface.41-
- AlicenseNot gradedqualityBmaintenanceExposes the entire job-search workflow as 13 chat-driven tools, letting users refresh a ranked feed of live postings from employers' public hiring APIs, view and score job descriptions, tailor and render truthful one-page LaTeX resumes, review skill gaps and screening answers, and log applications. It keeps a human in the loop, since nothing is ever submitted automatically.MIT
- AlicenseAqualityCmaintenanceEnables searching Y Combinator startup job listings with filters, inspecting job and company details, scoring fit against a shared master candidate profile, and drafting founder messages and application answers that are submitted one job at a time only after explicit user confirmation. Also reports weekly application quota, submitted applications, and founder replies.15442 npmMIT
TDQS
Scored across 7 tools
Most tools have clearly distinct purposes: rates/rules, eligibility, search, details, recommendations, comparison, and licensing records. The only potential confusion is between get_elfa_rates_and_rules and check_elfa_eligibility, but their descriptions are specific enough to separate reference data from calculation.
Tool names mostly follow a consistent get_/check_/search_/compare_ verb pattern with descriptive noun phrases. Minor inconsistency: compare_llm_vs_jev uses an abbreviation-heavy name and doesn't follow the get_/search_ convention, but the pattern is still readable and predictable.
Seven tools is well-scoped for a domain covering ELFA eligibility, childcare search, recommendations, and licensing. Each tool addresses a distinct user need without redundancy or bloat.
The set covers the core workflow: eligibility check, search, details, recommendations, and licensing verification. Minor gaps include no tool for applying for ELFA or managing a CareWait waitlist, but the informational and decision-support surface is largely complete.