Georgia Civic Data
org.georgiacivicdata/georgia-civic-dataGeorgia education, Census, and immigration data: query, filter, aggregate, and link datasets.
Score: 100/100
Handshake verified by our own probe.
Tools · 12
The catalog: every published Georgia dataset and the shared lookup tables (district, school, county, census tract, and demographic names). By default each dataset is compact: its name (what every othe…
Search the catalog by meaning and keywords: dataset names, titles, everyday search phrases in English and Spanish, summaries, descriptions, and column names and descriptions. Plain wording works ('kid…
The full schema of one dataset: every column (type, role, unit, value range, what a NULL means), the exact `filters` with their valid values (the keys query_dataset and aggregate accept), how the code…
Rows of one dataset, filtered, with the district, school, county, and demographic names joined in. `filters` takes code columns and category columns (describe_dataset's `filters` lists the exact keys …
A summary of one dataset computed on the server: one small row per group instead of raw rows. `agg` is avg, sum, min, max, count, or weighted_rate. To list observed values of a filter column, use agg=…
Turns a place or demographic name or code into the code the data uses (district_code, school_code, county_fips, or demographic) with its label, e.g. 'Atlanta Public Schools' or 'Fulton'. A guessed cod…
The schema of one shared lookup table (a dimension: districts, schools, counties, tracts, block_groups, or demographics): its key columns (schools use district_code plus school_code together), the att…
The rows of one shared lookup table: district, school, county, census tract, or demographic codes with their names and attributes, in key order so paging is stable. describe_dimension gives the schema…
The full data contract of one dataset (kind='topic') or lookup table (kind='dimension'): the machine-readable document, in the Open Data Contract Standard (ODCS) v3.2 format, that defines its columns,…
Which Georgia public school attendance zones (elementary, middle, high) contain a place, or (attendance_rules=true) how attendance zones work in Georgia. Give exactly one of: lat and lon; an address (…
The tables link_query can read and the keys that join them: datasets to lookup tables to Census geography. With no arguments, a short index: each dataset's `table` name for SQL (e.g. 'education.attend…
Runs one read-only SQL query across datasets, for analysis the per-dataset filters cannot express, such as joining education, Census, immigration, or health figures to a lookup table or to each other …
Resources · 184
ODCS data contract for the census/acs/children_of_immigrants topic.
georgia-data://contracts/children_of_immigrants
ODCS data contract for the census/acs/disability_by_type topic.
georgia-data://contracts/disability_by_type
ODCS data contract for the census/acs/disability_status topic.
georgia-data://contracts/disability_status
ODCS data contract for the census/acs/educational_attainment topic.
georgia-data://contracts/educational_attainment
ODCS data contract for the census/acs/educational_attainment_by_nativity topic.
georgia-data://contracts/educational_attainment_by_nativity
ODCS data contract for the census/acs/employment topic.
georgia-data://contracts/employment
ODCS data contract for the census/acs/english_ability_by_nativity topic.
georgia-data://contracts/english_ability_by_nativity
ODCS data contract for the census/acs/foreign_born_by_country_of_birth topic.
georgia-data://contracts/foreign_born_by_country_of_birth
ODCS data contract for the census/acs/foreign_born_population topic.
georgia-data://contracts/foreign_born_population
ODCS data contract for the census/acs/health_insurance_by_citizenship topic.
georgia-data://contracts/health_insurance_by_citizenship
ODCS data contract for the census/acs/labor_force_by_nativity topic.
georgia-data://contracts/labor_force_by_nativity
ODCS data contract for the census/acs/median_home_value topic.
georgia-data://contracts/median_home_value
ODCS data contract for the census/acs/median_household_income topic.
georgia-data://contracts/median_household_income
ODCS data contract for the census/acs/median_household_income_by_nativity topic.
georgia-data://contracts/median_household_income_by_nativity
ODCS data contract for the census/acs/median_income_by_nativity topic.
georgia-data://contracts/median_income_by_nativity
ODCS data contract for the census/acs/occupation_by_nativity topic.
georgia-data://contracts/occupation_by_nativity
ODCS data contract for the census/acs/population_by_age topic.
georgia-data://contracts/population_by_age
ODCS data contract for the census/acs/population_by_race topic.
georgia-data://contracts/population_by_race
ODCS data contract for the census/acs/poverty topic.
georgia-data://contracts/poverty
ODCS data contract for the census/acs/poverty_by_nativity topic.
georgia-data://contracts/poverty_by_nativity
ODCS data contract for the census/acs/school_enrollment topic.
georgia-data://contracts/school_enrollment
ODCS data contract for the census/acs/workers_by_citizenship topic.
georgia-data://contracts/workers_by_citizenship
ODCS data contract for the census/cre/community_resilience topic.
georgia-data://contracts/community_resilience
ODCS data contract for the census/nesd/nonemployer_owners_by_nativity topic.
georgia-data://contracts/nonemployer_owners_by_nativity
ODCS data contract for the census/pep/deaths topic.
georgia-data://contracts/deaths
ODCS data contract for the census/pep/estimated_births topic.
georgia-data://contracts/estimated_births
ODCS data contract for the census/pep/net_international_migration topic.
georgia-data://contracts/net_international_migration
ODCS data contract for the census/sahie/uninsured topic.
georgia-data://contracts/uninsured
ODCS data contract for the education/georgiainsights/ccrpi_climate_star_rating topic.
georgia-data://contracts/ccrpi_climate_star_rating
ODCS data contract for the education/georgiainsights/ccrpi_content_mastery topic.
georgia-data://contracts/ccrpi_content_mastery
ODCS data contract for the education/georgiainsights/ccrpi_graduation_rate topic.
georgia-data://contracts/ccrpi_graduation_rate
ODCS data contract for the education/georgiainsights/ccrpi_progress topic.
georgia-data://contracts/ccrpi_progress
ODCS data contract for the education/georgiainsights/ccrpi_readiness topic.
georgia-data://contracts/ccrpi_readiness
ODCS data contract for the education/georgiainsights/ccrpi_scoring_by_component topic.
georgia-data://contracts/ccrpi_scoring_by_component
ODCS data contract for the education/georgiainsights/enrollment_by_grade topic.
georgia-data://contracts/enrollment_by_grade
ODCS data contract for the education/georgiainsights/enrollment_march_gender_race_ethnicity topic.
georgia-data://contracts/enrollment_march_gender_race_ethnicity
ODCS data contract for the education/georgiainsights/enrollment_october_disability topic.
georgia-data://contracts/enrollment_october_disability
ODCS data contract for the education/georgiainsights/enrollment_october_gender_race_ethnicity topic.
georgia-data://contracts/enrollment_october_gender_race_ethnicity
ODCS data contract for the education/georgiainsights/free_reduced_lunch topic.
georgia-data://contracts/free_reduced_lunch
ODCS data contract for the education/georgiainsights/georgia_milestones_end_of_course topic.
georgia-data://contracts/georgia_milestones_end_of_course
ODCS data contract for the education/georgiainsights/georgia_milestones_end_of_grade topic.
georgia-data://contracts/georgia_milestones_end_of_grade
ODCS data contract for the education/georgiainsights/georgia_student_growth_model_end_of_course topic.
georgia-data://contracts/georgia_student_growth_model_end_of_course
ODCS data contract for the education/georgiainsights/georgia_student_growth_model_end_of_grade topic.
georgia-data://contracts/georgia_student_growth_model_end_of_grade
ODCS data contract for the education/georgiainsights/pathway_completion_advanced_academic topic.
georgia-data://contracts/pathway_completion_advanced_academic
ODCS data contract for the education/georgiainsights/pathway_completion_ctae topic.
georgia-data://contracts/pathway_completion_ctae
ODCS data contract for the education/georgiainsights/pathway_completion_fine_arts topic.
georgia-data://contracts/pathway_completion_fine_arts
ODCS data contract for the education/georgiainsights/pathway_completion_world_language topic.
georgia-data://contracts/pathway_completion_world_language
ODCS data contract for the education/georgiainsights/wida_access topic.
georgia-data://contracts/wida_access
ODCS data contract for the education/gosa/act_scores topic.
georgia-data://contracts/act_scores
ODCS data contract for the education/gosa/advanced_placement_scores topic.
georgia-data://contracts/advanced_placement_scores
ODCS data contract for the education/gosa/attendance topic.
georgia-data://contracts/attendance
ODCS data contract for the education/gosa/certified_personnel_compensation topic.
georgia-data://contracts/certified_personnel_compensation
ODCS data contract for the education/gosa/certified_personnel_composition topic.
georgia-data://contracts/certified_personnel_composition
ODCS data contract for the education/gosa/certified_personnel_experience topic.
georgia-data://contracts/certified_personnel_experience
ODCS data contract for the education/gosa/direct_certification topic.
georgia-data://contracts/direct_certification
ODCS data contract for the education/gosa/dropout_rate_7_12 topic.
georgia-data://contracts/dropout_rate_7_12
ODCS data contract for the education/gosa/dropout_rate_9_12 topic.
georgia-data://contracts/dropout_rate_9_12
ODCS data contract for the education/gosa/educator_qualifications_emergency_and_provisional_credentials topic.
georgia-data://contracts/educator_qualifications_emergency_and_provisional_credentials
ODCS data contract for the education/gosa/educator_qualifications_inexperienced_teachers_leaders topic.
georgia-data://contracts/educator_qualifications_inexperienced_teachers_leaders
ODCS data contract for the education/gosa/educator_qualifications_out_of_field_teachers topic.
georgia-data://contracts/educator_qualifications_out_of_field_teachers
ODCS data contract for the education/gosa/english_learner_exit_rate topic.
georgia-data://contracts/english_learner_exit_rate
ODCS data contract for the education/gosa/enrollment_demographic_shares topic.
georgia-data://contracts/enrollment_demographic_shares
ODCS data contract for the education/gosa/enrollment_program_participation topic.
georgia-data://contracts/enrollment_program_participation
ODCS data contract for the education/gosa/financial_efficiency_star_rating topic.
georgia-data://contracts/financial_efficiency_star_rating
ODCS data contract for the education/gosa/georgia_alternate_assessment topic.
georgia-data://contracts/georgia_alternate_assessment
ODCS data contract for the education/gosa/georgia_milestones_end_of_course_by_grade_level topic.
georgia-data://contracts/georgia_milestones_end_of_course_by_grade_level
ODCS data contract for the education/gosa/georgia_milestones_end_of_course_lexile topic.
georgia-data://contracts/georgia_milestones_end_of_course_lexile
ODCS data contract for the education/gosa/georgia_milestones_end_of_grade_by_grade_level topic.
georgia-data://contracts/georgia_milestones_end_of_grade_by_grade_level
ODCS data contract for the education/gosa/georgia_milestones_end_of_grade_lexile topic.
georgia-data://contracts/georgia_milestones_end_of_grade_lexile
ODCS data contract for the education/gosa/graduation_rate_4_year_cohort topic.
georgia-data://contracts/graduation_rate_4_year_cohort
ODCS data contract for the education/gosa/high_school_completers topic.
georgia-data://contracts/high_school_completers
ODCS data contract for the education/gosa/hope_eligible_graduates topic.
georgia-data://contracts/hope_eligible_graduates
ODCS data contract for the education/gosa/k12_expenditures topic.
georgia-data://contracts/k12_expenditures
ODCS data contract for the education/gosa/k12_revenues topic.
georgia-data://contracts/k12_revenues
ODCS data contract for the education/gosa/per_pupil_expenditure topic.
georgia-data://contracts/per_pupil_expenditure
ODCS data contract for the education/gosa/postsecondary_c11 topic.
georgia-data://contracts/postsecondary_c11
ODCS data contract for the education/gosa/postsecondary_c12 topic.
georgia-data://contracts/postsecondary_c12
ODCS data contract for the education/gosa/retained_students topic.
georgia-data://contracts/retained_students
ODCS data contract for the education/gosa/salaries_and_benefits topic.
georgia-data://contracts/salaries_and_benefits
ODCS data contract for the education/gosa/sat_scores_highest topic.
georgia-data://contracts/sat_scores_highest
ODCS data contract for the education/gosa/sat_scores_recent topic.
georgia-data://contracts/sat_scores_recent
ODCS data contract for the education/gosa/student_mobility_rate topic.
georgia-data://contracts/student_mobility_rate
ODCS data contract for the education/school_zones/school_attendance_zone_block_groups topic.
georgia-data://contracts/school_attendance_zone_block_groups
ODCS data contract for the education/school_zones/school_attendance_zone_tracts topic.
georgia-data://contracts/school_attendance_zone_tracts
ODCS data contract for the education/school_zones/school_zone_income topic.
georgia-data://contracts/school_zone_income
ODCS data contract for the education/school_zones/school_zone_population topic.
georgia-data://contracts/school_zone_population
ODCS data contract for the education/scsc/state_charter_academic_comparison topic.
georgia-data://contracts/state_charter_academic_comparison
ODCS data contract for the education/scsc/state_charter_accountability_designations topic.
georgia-data://contracts/state_charter_accountability_designations
ODCS data contract for the education/scsc/state_charter_financial_performance topic.
georgia-data://contracts/state_charter_financial_performance
ODCS data contract for the health/cancer/cancer_incidence topic.
georgia-data://contracts/cancer_incidence
ODCS data contract for the health/cancer/cancer_mortality topic.
georgia-data://contracts/cancer_mortality
ODCS data contract for the health/cdc_atlas/heart_disease_mortality topic.
georgia-data://contracts/heart_disease_mortality
ODCS data contract for the health/cdc_atlas/stroke_mortality topic.
georgia-data://contracts/stroke_mortality
ODCS data contract for the health/cdc_miov/firearm_deaths topic.
georgia-data://contracts/firearm_deaths
ODCS data contract for the health/cdc_miov/homicide_deaths topic.
georgia-data://contracts/homicide_deaths
ODCS data contract for the health/cdc_miov/overdose_deaths topic.
georgia-data://contracts/overdose_deaths
ODCS data contract for the health/cdc_miov/suicide_deaths topic.
georgia-data://contracts/suicide_deaths
ODCS data contract for the health/cdc_places/chronic_conditions topic.
georgia-data://contracts/chronic_conditions
ODCS data contract for the health/cdc_places/health_related_social_needs topic.
georgia-data://contracts/health_related_social_needs
ODCS data contract for the health/cdc_places/prevention_services topic.
georgia-data://contracts/prevention_services
ODCS data contract for the health/cdc_places/risk_behaviors topic.
georgia-data://contracts/risk_behaviors
ODCS data contract for the health/cms/medicare_clinicians topic.
georgia-data://contracts/medicare_clinicians
ODCS data contract for the health/cms/medicare_dual_eligibles topic.
georgia-data://contracts/medicare_dual_eligibles
ODCS data contract for the health/cms/medicare_enrollment topic.
georgia-data://contracts/medicare_enrollment
ODCS data contract for the health/cms/medicare_er_visits topic.
georgia-data://contracts/medicare_er_visits
ODCS data contract for the health/cms/medicare_readmissions topic.
georgia-data://contracts/medicare_readmissions
ODCS data contract for the health/cms/medicare_service_utilization topic.
georgia-data://contracts/medicare_service_utilization
ODCS data contract for the health/cms/medicare_spending_per_capita topic.
georgia-data://contracts/medicare_spending_per_capita
ODCS data contract for the health/dph/adolescent_immunization_coverage topic.
georgia-data://contracts/adolescent_immunization_coverage
ODCS data contract for the health/dph/child_immunization_coverage topic.
georgia-data://contracts/child_immunization_coverage
ODCS data contract for the health/dph/hiv_new_diagnoses topic.
georgia-data://contracts/hiv_new_diagnoses
ODCS data contract for the health/dph/people_living_with_hiv topic.
georgia-data://contracts/people_living_with_hiv
ODCS data contract for the health/epa/air_quality_days topic.
georgia-data://contracts/air_quality_days
ODCS data contract for the health/hrsa/health_center_patients topic.
georgia-data://contracts/health_center_patients
ODCS data contract for the health/hrsa/hpsa_designations topic.
georgia-data://contracts/hpsa_designations
ODCS data contract for the health/hrsa/mua_designations topic.
georgia-data://contracts/mua_designations
ODCS data contract for the health/injury/traffic_fatalities topic.
georgia-data://contracts/traffic_fatalities
ODCS data contract for the health/oasis/birth_outcomes topic.
georgia-data://contracts/birth_outcomes
ODCS data contract for the health/oasis/births topic.
georgia-data://contracts/births
ODCS data contract for the health/oasis/births_by_payer topic.
georgia-data://contracts/births_by_payer
ODCS data contract for the health/oasis/breastfeeding topic.
georgia-data://contracts/breastfeeding
ODCS data contract for the health/oasis/congenital_syphilis topic.
georgia-data://contracts/congenital_syphilis
ODCS data contract for the health/oasis/deaths_all_causes_tract topic.
georgia-data://contracts/deaths_all_causes_tract
ODCS data contract for the health/oasis/deaths_by_cause_detailed topic.
georgia-data://contracts/deaths_by_cause_detailed
ODCS data contract for the health/oasis/deaths_by_cause_georgia_rankable topic.
georgia-data://contracts/deaths_by_cause_georgia_rankable
ODCS data contract for the health/oasis/deaths_by_cause_nchs_rankable topic.
georgia-data://contracts/deaths_by_cause_nchs_rankable
ODCS data contract for the health/oasis/dementia_deaths topic.
georgia-data://contracts/dementia_deaths
ODCS data contract for the health/oasis/dementia_er_visits topic.
georgia-data://contracts/dementia_er_visits
ODCS data contract for the health/oasis/dementia_hospital_discharges topic.
georgia-data://contracts/dementia_hospital_discharges
ODCS data contract for the health/oasis/drug_overdose_deaths topic.
georgia-data://contracts/drug_overdose_deaths
ODCS data contract for the health/oasis/drug_overdose_hospital_visits topic.
georgia-data://contracts/drug_overdose_hospital_visits
ODCS data contract for the health/oasis/er_visits_by_cause topic.
georgia-data://contracts/er_visits_by_cause
ODCS data contract for the health/oasis/er_visits_by_payer topic.
georgia-data://contracts/er_visits_by_payer
ODCS data contract for the health/oasis/fetal_deaths topic.
georgia-data://contracts/fetal_deaths
ODCS data contract for the health/oasis/hospital_discharges_by_cause topic.
georgia-data://contracts/hospital_discharges_by_cause
ODCS data contract for the health/oasis/hospital_discharges_by_payer topic.
georgia-data://contracts/hospital_discharges_by_payer
ODCS data contract for the health/oasis/infant_deaths topic.
georgia-data://contracts/infant_deaths
ODCS data contract for the health/oasis/maternal_tobacco_use topic.
georgia-data://contracts/maternal_tobacco_use
ODCS data contract for the health/oasis/pregnancies topic.
georgia-data://contracts/pregnancies
ODCS data contract for the health/oasis/premature_death_ypll_georgia_rankable topic.
georgia-data://contracts/premature_death_ypll_georgia_rankable
ODCS data contract for the health/oasis/premature_death_ypll_nchs_rankable topic.
georgia-data://contracts/premature_death_ypll_nchs_rankable
ODCS data contract for the health/oasis/premature_death_ypll_tract topic.
georgia-data://contracts/premature_death_ypll_tract
ODCS data contract for the health/oasis/prenatal_care topic.
georgia-data://contracts/prenatal_care
ODCS data contract for the health/oasis/preventable_er_visits topic.
georgia-data://contracts/preventable_er_visits
ODCS data contract for the health/oasis/preventable_hospitalizations topic.
georgia-data://contracts/preventable_hospitalizations
ODCS data contract for the health/oasis/sexually_transmitted_infections topic.
georgia-data://contracts/sexually_transmitted_infections
ODCS data contract for the health/samhsa/treatment_facilities topic.
georgia-data://contracts/treatment_facilities
ODCS data contract for the health/usda/food_access topic.
georgia-data://contracts/food_access
ODCS data contract for the health/usda/food_access_2019 topic.
georgia-data://contracts/food_access_2019
ODCS data contract for the health/usda/low_income_low_access_tracts topic.
georgia-data://contracts/low_income_low_access_tracts
ODCS data contract for the health/workforce/physicians_by_specialty topic.
georgia-data://contracts/physicians_by_specialty
ODCS data contract for the immigration/deportation_data/eoir_case_outcomes topic.
georgia-data://contracts/eoir_case_outcomes
ODCS data contract for the immigration/deportation_data/ice_287g_agreements topic.
georgia-data://contracts/ice_287g_agreements
ODCS data contract for the immigration/deportation_data/ice_arrests topic.
georgia-data://contracts/ice_arrests
ODCS data contract for the immigration/deportation_data/ice_detainers topic.
georgia-data://contracts/ice_detainers
ODCS data contract for the immigration/deportation_data/ice_detention_stays topic.
georgia-data://contracts/ice_detention_stays
ODCS data contract for the immigration/deportation_data/ice_detention_stints topic.
georgia-data://contracts/ice_detention_stints
ODCS data contract for the immigration/deportation_data/ice_removals topic.
georgia-data://contracts/ice_removals
ODCS data contract for the immigration/dhs_ohss/naturalizations topic.
georgia-data://contracts/naturalizations
ODCS data contract for the immigration/dhs_ohss/new_permanent_residents topic.
georgia-data://contracts/new_permanent_residents
ODCS data contract for the immigration/dol_oflc/h1b_lca_positions topic.
georgia-data://contracts/h1b_lca_positions
ODCS data contract for the immigration/dol_oflc/h1b_lca_secondary_worksites topic.
georgia-data://contracts/h1b_lca_secondary_worksites
ODCS data contract for the immigration/dol_oflc/h1b_wage_offers topic.
georgia-data://contracts/h1b_wage_offers
ODCS data contract for the immigration/dol_oflc/h2a_certifications topic.
georgia-data://contracts/h2a_certifications
ODCS data contract for the immigration/dol_oflc/h2a_wage_offers topic.
georgia-data://contracts/h2a_wage_offers
ODCS data contract for the immigration/dol_oflc/h2a_worker_housing topic.
georgia-data://contracts/h2a_worker_housing
ODCS data contract for the immigration/dol_oflc/h2b_certifications topic.
georgia-data://contracts/h2b_certifications
ODCS data contract for the immigration/dol_oflc/h2b_wage_offers topic.
georgia-data://contracts/h2b_wage_offers
ODCS data contract for the immigration/gdc/deportation_detainers topic.
georgia-data://contracts/deportation_detainers
ODCS data contract for the immigration/population_estimates/undocumented_population_characteristics topic.
georgia-data://contracts/undocumented_population_characteristics
ODCS data contract for the immigration/population_estimates/undocumented_population_estimates topic.
georgia-data://contracts/undocumented_population_estimates
ODCS data contract for the immigration/state_rpc/refugee_arrivals topic.
georgia-data://contracts/refugee_arrivals
ODCS data contract for the immigration/state_rpc/refugee_arrivals_monthly topic.
georgia-data://contracts/refugee_arrivals_monthly
ODCS data contract for the immigration/uscis/daca_recipients topic.
georgia-data://contracts/daca_recipients
ODCS data contract for the districts dimension.
georgia-data://contracts/_dimensions/districts
ODCS data contract for the schools dimension.
georgia-data://contracts/_dimensions/schools
ODCS data contract for the block_groups dimension.
georgia-data://contracts/_dimensions/block_groups
ODCS data contract for the counties dimension.
georgia-data://contracts/_dimensions/counties
ODCS data contract for the demographics dimension.
georgia-data://contracts/_dimensions/demographics
ODCS data contract for the tracts dimension.
georgia-data://contracts/_dimensions/tracts
All approved topics + dimensions (mirrors list_datasets).
georgia-data://catalog
How to read this data: star schema, NULL=suppression, demographic mutual-exclusivity, FIPS/GEOID + crosswalk conventions.
georgia-data://usage
How school attendance zones work in Georgia and the main ways a student attends a public school other than the zoned one, with the statute or rule behind each (en). A dated summary, not legal advice.
georgia-data://school-attendance-rules/en
How school attendance zones work in Georgia and the main ways a student attends a public school other than the zoned one, with the statute or rule behind each (es). A dated summary, not legal advice.
georgia-data://school-attendance-rules/es
How to use
Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://mcp.georgiacivicdata.org/mcp/
Cursor or Cline: add to your MCP config:
{
"mcpServers": {
"georgia_civic_data": {
"url": "https://mcp.georgiacivicdata.org/mcp/",
"transport": "streamable-http"
}
}
}