# ElectionsMCP

> Model and map any 2028 U.S. race down to the precinct: scenarios, swing, turnout, and roll-ups.

- name: com.electionsmcp/electionsmcp
- version: 0.2.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 84/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.electionsmcp%2Felectionsmcp
- tools: https://api.protogrid.dev/v1/servers/com.electionsmcp%2Felectionsmcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "electionsmcp": {
      "type": "http",
      "url": "https://www.electionsmcp.com/mcp",
      "headers": {
        "x-electionsmcp-key": "${X_ELECTIONSMCP_KEY}"
      }
    }
  }
}
```

Placeholders to fill: `${X_ELECTIONSMCP_KEY}`.

## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-24d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 84/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 48 of 48 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- fail `tools.token_cost`: about 27,959 tokens to load every tool, a large share of an agent's context
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 118 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 48, about 27,959 tokens to load them all
- tool set hash: 5513eecffb45682f5ba056d422ac41d8
- tools last changed: 2026-10-16T17:39:15.388Z
- badge: [![protogrid quality](https://protogrid.dev/badge/com.electionsmcp/electionsmcp.svg)](https://protogrid.dev/servers/com.electionsmcp/electionsmcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-16 `get_county_economic_and_wealth_profile` added
  - Read a county’s economic vitality dossier (Census 15-sector business patterns, establishments, employees, payroll, average annual wage, new SOS LLC/Corp formations, SEC Form D capital raises, Form 4/FEC major donors,…
- 2026-10-16 `get_county_officials` added
  - Read current local, county, municipal, judicial, and school-board officials (40,431 local officials; 97,231 total officials) by 5-digit county FIPS or state from RoutPoint v2.
- 2026-10-16 `get_precinct_election_returns` added
  - Read precinct-level election returns and normalized early-voting, absentee/mail, election-day, and provisional breakdowns across 87.7M precinct rows (linked to mapsmcp_precinct_id) from RoutPoint v2.
- 2026-10-16 `get_live_early_vote_returns` added
  - Read live 2026-11-03 General Election pre-election mail ballot requests, mail ballots returned, early in-person ballots, and partisan ballot composition (DEM vs. REP vs. UNA/Other) compared against each county’s 2024…
- 2026-10-16 `get_state_historical_turnout` added
  - Read 50-year statewide prior-cycle turnout and vote totals (1976 through 2026 across all 50 states and DC): ballots cast, registered voters, voting-age population, turnout percentage, DEM/REP vote shares, margin, and…
- 2026-10-16 `get_county_voter_turnout_and_registration` added
  - Read county voter registration, party registration (DEM/REP/UNA/Other), voting-age population, 2024/2022/2020/2026 ballots cast and turnout percentages, 2020-to-2024 partisan swing, and competitiveness tiers across all…
- 2026-10-16 `get_early_voting_turnout` added
  - Read early voting, absentee/mail, election-day, and provisional vote-method breakdowns alongside registered-voter, ballots-cast, and undervote/overvote turnout statistics by race and candidate from RoutPoint v2…
- 2026-10-10 `clear_race_scope` removed
  - Remove the race scope from a simulation, returning it to national/retrospective mode.
- 2026-10-10 `analyze_primary_inflections` removed
  - INFLECTION + SENSITIVITY analysis of a modeled presidential primary — under YOUR scenario's assumptions: not just who leads, but when your modeled race clinches and which contests could flip it. Walks roll_up_primary…
- 2026-10-10 `optimize_calendar` removed
  - RANK primary-calendar orderings for a candidate against the sim's modeled per-state delegate hauls — which calendar order best helps candidate X. DETERMINISTIC and EXPLAINED, with NO invented probabilities: the total…

Full history: https://api.protogrid.dev/v1/servers/com.electionsmcp%2Felectionsmcp/changes

## Remotes

- https://www.electionsmcp.com/mcp (streamable-http, auth none, reachable true, uptime30d 1)
- https://www.electionsmcp.com/sse (sse, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (48)

- `add_map_comment`: Leave a Google-Docs-style COMMENT on the scenario map — a threaded, resolvable discussion anchored to a place. CAMPAIGN ISOLATION: when working inside a campaign, pass campaign_id; the scenario must be filed under it…
- `apply_swing_to_query`: Apply a uniform swing or an explicit per-precinct weights vector to a filtered cohort in one atomic call. Weights select only their named IDs, support canonical statewide mechanisms, and optionally rescale a persuasion…
- `apply_uniform_swing`: Apply an incremental swing in points toward one candidate at the requested office. A saved race_scope restricts writes to that state or district and refuses a different office or unresolved geography. Unscoped and…
- `billing_status`: BILLING — your subscription state: {billing_enabled, logged_in, plan (personal|team|null), status, active, renews, can_save}. billing_enabled is false until the server is configured with Stripe; while it is false,…
- `call_tool`: Run any other tool you are authorized for that is not in this list. Find it and its exact input schema with get_catalog (search, a workflow, or {tool: name}), then call call_tool({ name, arguments }). The named tool…
- `commit_version`: Save the scenario's current state as a new immutable, hash-stamped version in the append-only chain. Records a diff vs the parent version and the recomputed top_line, and returns a content `hash` (+ `prev_hash`…
- `compare_simulations`: Compare two simulations. Without grain, returns the existing chamber/feature comparison. With grain:county|precinct and one state, compares exact saved canonical vote rows: margin(B)-margin(A), winners, flips, ballots…
- `connection_status`: WHO AM I — how THIS session is authenticated and which workspace this request resolved to. Returns authentication fields plus workspace {workspace_id, role, selection_source}. Modern MCP clients select a workspace with…
- `create_scenario`: Create a new Scenario (a modeled path) — optionally inside a Race and seeded from a contest_id or an existing scenario (import_from). Seeds an immutable baseline version (v1). Returns scenario_id + version_id. (A…
- `diff_versions`: Structured diff between two immutable versions. Raw before/after remain stored override patches (null means no saved override). Precinct cells also include effective_before/effective_after shares with their…
- `election_calendar`: The election planning calendar. National form ({cycle}) returns federal contests, governors and by_state office lists; state form ({state,cycle}) returns a four-year horizon. Other statewide executive offices use the…
- `get_campaign_onboarding`: CAMPAIGN ONBOARDING — guide a campaign manager or joining staff member through setup in their connected AI. Read one step or the complete guide: connection, campaign identity, team access, optional data imports, first…
- `get_catalog`: DISCOVERY — browse workflow/category groups, search tool names and descriptions, or fetch one complete schema and AI guide with tool. No arguments returns a compact counted index of the authorized inventory. Core…
- `get_county_economic_and_wealth_profile`: Read a county’s economic vitality dossier (Census 15-sector business patterns, establishments, employees, payroll, average annual wage, new SOS LLC/Corp formations, SEC Form D capital raises, Form 4/FEC major donors,…
- `get_county_officials`: Read current local, county, municipal, judicial, and school-board officials (40,431 local officials; 97,231 total officials) by 5-digit county FIPS or state from RoutPoint v2.
- `get_county_voter_turnout_and_registration`: Read county voter registration, party registration (DEM/REP/UNA/Other), voting-age population, 2024/2022/2020/2026 ballots cast and turnout percentages, 2020-to-2024 partisan swing, and competitiveness tiers across all…
- `get_early_voting_turnout`: Read early voting, absentee/mail, election-day, and provisional vote-method breakdowns alongside registered-voter, ballots-cast, and undervote/overvote turnout statistics by race and candidate from RoutPoint v2…
- `get_live_early_vote_returns`: Read live 2026-11-03 General Election pre-election mail ballot requests, mail ballots returned, early in-person ballots, and partisan ballot composition (DEM vs. REP vs. UNA/Other) compared against each county’s 2024…
- `get_precinct_election_returns`: Read precinct-level election returns and normalized early-voting, absentee/mail, election-day, and provisional breakdowns across 87.7M precinct rows (linked to mapsmcp_precinct_id) from RoutPoint v2.
- `get_scenario`: A Scenario at its latest version (or a specified version_id): metadata (incl. latest_hash) + the version's top_line (margin / EC / viability) + its content hash/prev_hash. EM-119: pass a version_id (or…
- `get_simulation`: Read the canonical simulation/scenario state, including candidates, race scope, geography overrides, active version identity, provenance, and optional summary or selected dot-path fields.
- `get_state_historical_turnout`: Read 50-year statewide prior-cycle turnout and vote totals (1976 through 2026 across all 50 states and DC): ballots cast, registered voters, voting-age population, turnout percentage, DEM/REP vote shares, margin, and…
- `get_tally`: Compute the current per-candidate tally for a simulation+level. For President: state-aggregated EVs. For others: feature counts. For level:"senate" the default is the 50-state per-candidate race scoreboard; pass…
- `get_view`: Read the exact map/view state the application renders for a canonical scenario: headline totals, selected geography, modeled feature colors, annotations, primary-calendar playhead, candidate roster, presence, and a…
- `help`: Orient an AI client to campaign onboarding through get_campaign_onboarding, user-controlled election modeling, candidate and presidential-primary workflows, supported geography, scenario versions, contextual War Room…
- `list_contests`: Discover contests for a geography and election cycle. Filter general, primary (dem_primary/rep_primary), or all stages; count describes the returned top-level rows. National presidential primaries are discoverable in…
- `list_flipped`: List baseline-to-model winner changes. Defaults to state for statewide offices, county for president, and district for house/state legislature. Explicit grain:county|precinct uses canonical integer local votes for a…
- `list_map_comments`: List one campaign's map comments on a scenario (oldest-first), each with its campaign_id, anchor, author, body, @mentions, parent_id, and resolved state. Pass campaign_id inside a campaign; only that exact campaign is…
- `list_primary_calendar`: Read the 2028 primary calendar with source dates, schedule certainty, modeled delegate coverage, missing jurisdictions, and threshold basis. New calendars include the six DNC-approved early dates; other unverified…
- `list_scenarios`: Page saved scenarios/simulations in this workspace by updated_at descending and scenario_id ascending, without version blobs. Returns scenario_id, name, level, cycle, contest_id, race_id, tags, durable_id, published…
- `list_simulations`: List saved simulations in this workspace (id, name, level, cycle, mode, contest_id, last-modified; rows stamped with an identity also carry created_by/updated_by member user_ids). Optional filters narrow a large…
- `lookup_address`: Resolve a US street address, ZIP, state, or U.S. House district and show workspace campaigns covering the result. Street addresses return a geocoded point and containing districts, with a precinct when coverage exists.…
- `primary_batch_edit`: ATOMIC batch-edit transaction for a PRIMARY scenario — validate, preview, apply, and roll back a whole SET of candidate / share / calendar edits as ONE transaction. Pass edits:[{op, ...}, …] where each entry carries…
- `render_chart`: share_comparison compares candidate shares for two saved versions of one model or two same-contest statewide general-election models. Returns canonical integer candidate votes, all-ballot shares, D-minus-R margins,…
- `render_view`: A headless server-rendered IMAGE of the map — the rendered view a viewer sees, as SVG or PNG, WITHOUT a browser (tk_0b6d3501 P2). For a scenario + level (president | senate | house | governor | the execs) it draws the…
- `resolve_candidate`: WHO holds or runs for WHAT — turn a candidate/officeholder name into their seat + next race. Given a name (full, last-name, or a registry alias — "Lauren Boebert", "Boebert"), returns the person(s) who match with their…
- `resolve_geography`: Turn a place name or shorthand into its canonical geo_id — resolve natural-language or structured location input. Handles "CA-03"/"NC-4" (congressional districts), bare state names/abbreviations, "<County> County…
- `roll_up_primary`: The running delegate count — OR, for a race-scoped downballot sim, that race's own share rollup. DOWNBALLOT (tk_2110d54c1d0871): when the scenario is race-scoped to a non-presidential office (set_race_scope…
- `roll_up_race`: Roll up precincts to a race outcome under the current simulation. Sums baseline votes for all precincts inside the district boundary, applying overrides in precedence order: a per-precinct override wins, else…
- `search_candidates`: BROWSE the canonical candidate registry WITHOUT a name — the nameless companion to resolve_candidate (which requires a name). Filter the registry of canonical people by party, office, and/or a name substring:…
- `set_candidates`: Replace the entire candidate roster for a simulation+level in one call (add / edit / remove / reorder). Each candidate: {id?, name, party, color?, incumbent?}; ids auto-assigned if omitted. Use this to set the real…
- `set_performance`: Set a candidate's vote share, such as the Democratic candidate to 54%, in one specific county, district, state, or precinct (the general-election override). Routes a county/state/district geo_id to a feature override…
- `set_primary_shares`: Set a party's presidential-primary vote shares — one state, or MANY states in a single call. SINGLE STATE: pass `state` + `shares` (unchanged behavior; echoes the full running roll_up). BATCH: pass `states` = { "SC":…
- `set_race_scope`: Bind the canonical scenario to one race/campaign so its map, tally, candidates, War Room context, operations, outputs, and MCP actions share the same race identity.
- `set_turnout`: Set the turnout (mobilization) model. PRESIDENT (default, unchanged): each dial is a percentage-point boost toward toward_candidate_id in counties over an ACS threshold (college = >20% BA share, immig = >15%…
- `set_view`: Set the active scenario view and selected map context: race stage, calendar playhead, geography grain, result source, selected feature, camera, map theme, and rail. The same persisted view state and deep link are used…
- `share_simulation`: Mint a public, read-only link to the exact canonical scenario/version. Authenticate for durable workspace ownership; revoke_share disables the link.
- `target_precincts`: Return structured precinct model rows: precinct_id, name, county, county_fips, baseline_share, modeled_share, ballots_est, overridden, and gap_to_goal. The response does not include demographic columns or demographic…