AP Elections API MCP. Audit election results and track vote totals by date.
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AP Elections API: Access real-time election data. Audit races, track candidates, and retrieve official vote totals using your AI agent.
This server lets your agent query specific election results by date, list candidates for a given race, and get detailed outcomes for specific race IDs.
Ideal for political analysts and journalists who need authoritative, up-to-the-minute election data.
What your AI agents can do
Check api status
Checks if the AP Elections API connection is currently operational.
Get election results
Retrieves general election results for a specific date (YYYY-MM-DD).
Get race details
Gets detailed results and metadata for a specific race ID.
The agent retrieves detailed outcomes for a specific election race ID.
The agent pulls all available election results for a given day (YYYY-MM-DD).
The agent fetches a list of all candidates running in an election on a specified date.
The agent gets granular data and metadata for a known race ID.
The agent verifies if the entire AP Elections API connection is currently working.
Ask AI about this MCP
Supported MCP Clients
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AP Elections API MCP Server: 4 Tools for Election Data
Use these tools to check API status, retrieve election results by date, get race details, and list candidates for election dates.
019d8416check api status
Checks if the AP Elections API connection is currently operational.
019d8416get election results
Retrieves general election results for a specific date (YYYY-MM-DD).
019d8416get race details
Gets detailed results and metadata for a specific race ID.
019d8416list election candidates
Lists all candidates participating in an election on a given date.
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What you can do with this MCP connector
AP Elections API: Your AI agent needs this to dig into election data. This server connects your agent directly to authoritative, real-time election results. You won't waste time digging through news terminals; your agent handles complex queries—from auditing a single race to mapping regional political shifts—all through natural conversation. check_api_status lets your agent verify if the entire AP Elections API connection is working. get_election_results pulls all available election results for a given day, using the YYYY-MM-DD format. list_election_candidates fetches a list of every candidate running in an election on a specific date. get_race_details gives granular data and metadata for a known race ID, letting your agent deep-dive into race specifics.
You can audit specific race results using the agent to retrieve detailed outcomes for a given election race ID. Your agent can get general election results for a specific date. It can list all candidates running in an election on a specified date. It gets granular data and metadata for a known race ID.
This makes it ideal for political analysts and journalists who need up-to-the-minute, authoritative election data.
How AP Elections API MCP Works
- 1 Subscribe to the server and provide your AP Elections API Key.
- 2 Your AI client calls a specific tool (e.g.,
get_election_results) and provides required parameters (e.g., date). - 3 The API runs the query and returns structured, real-time election data to your agent.
The bottom line is that you use your AI client to talk to the API, and the API runs the query using the specified tool.
Who Is AP Elections API MCP For?
This is for political analysts, investigative journalists, and policy researchers. If your job requires knowing who won a race, how many votes they got, or what candidates were running on a specific day, you need this. It removes the need to manually search through multiple election databases.
Uses get_election_results to compare vote totals across different races and dates to track political trends.
Uses get_race_details to verify specific vote counts and candidate metadata for articles, ensuring the data is authoritative.
Uses list_election_candidates to map out all competing parties and candidates for a legislative session.
What Changes When You Connect
- Race Auditing: Use
get_race_detailsto get high-resolution results for a specific race ID. You see the exact winner, vote count, and office name without cross-referencing multiple sources. - State-Level Discovery: Query results by state using
get_election_resultsto understand regional political shifts. You can instantly map out where key political trends are forming. - Candidate Tracking: The
list_election_candidatestool lists every candidate for an election date. You maintain a clear view of the field, which is critical for comparative analysis. - Deep Data Verification: Retrieve vote counts and candidate metadata using
get_race_details. This helps deep-dive classification, letting you classify election results with certainty. - Operational Reliability: Use
check_api_statusto verify the API connection. You know your political research workflow stays operational before you start analyzing data. - Natural Conversation: Your agent handles the complexity. You simply ask, 'What were the results for California on 2024-11-05?' and get a structured answer.
Real-World Use Cases
Verifying a Historical Election Outcome
A journalist needs to confirm the vote share for a specific candidate from 2018. They ask their agent to use get_race_details with the known race ID. The agent pulls the detailed result, confirming the exact vote totals and metadata needed for the article. Problem solved.
Mapping Out All Contenders for a State
A policy researcher is studying a state's legislative election. They use list_election_candidates on the target date. The agent returns a full list of every candidate running, allowing the researcher to map the entire political field before any results are even available.
Comparing National Election Trends
A political analyst wants to compare results across three different states on the same day. They use get_election_results three times, specifying the state and date for each query. The agent compiles the three data sets, allowing the analyst to spot patterns in regional voting behavior.
Checking API Status Before Research
An operations lead starts a major political research project. Before running complex queries, they first use check_api_status. This confirms the data pipeline is live, preventing hours of wasted effort due to an outage.
The Tradeoffs
Assuming a single query works for everything
Asking the agent, 'Give me the results for all races in California on 2024-11-05.' If the agent only calls one tool, it misses the deep race details or candidate lists.
→
Start with get_election_results to get the overall outcomes for the date. Then, use the resulting race IDs to call get_race_details for the specific data you need. If you need the full candidate roster, use list_election_candidates.
Ignoring the API status check
Running complex queries like get_election_results when the underlying data source is experiencing an outage. The agent wastes time and provides inaccurate 'no data' responses.
→
Always run check_api_status first. This quick check ensures the entire data pipeline is active before you launch your main research task.
Manually querying every data point
Trying to get candidate metadata and vote totals by manually passing IDs into a single endpoint. This is slow and prone to missing required parameters.
→
Use get_race_details with the specific race ID. This single call pulls all necessary candidate metadata and vote totals into one structured response.
When It Fits, When It Doesn't
Use this server if your job is fundamentally about data auditing: tracking official vote counts, comparing historical election outcomes, or identifying who ran for office. You need authoritative data for journalism, academia, or political consulting.
Don't use this if you just need general news summaries or qualitative analysis. If your goal is just to know 'who is winning the election right now,' use a general news feed API instead. If you need to process raw data in a structured format, use a general database query tool. This server is for structured, historical, and verifiable election metrics only.
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by AP Elections API. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This server provides 4 capabilities that interface natively with Claude, ChatGPT, Cursor, and any MCP client. No middleware. No custom integration required.
Available Capabilities
Checking election data used to be a manual, multi-database nightmare.
Before this server, gathering election results meant logging into multiple state election portals, running different search queries for each race, and then spending hours copy-pasting data into a spreadsheet. You'd inevitably miss a crucial metadata field or compare results from different sources that used different naming conventions.
Now, your agent handles it. You ask it to audit a race, and it uses the correct tools (`get_race_details`) to pull the high-resolution data. The result is a single, clean JSON payload that you can use immediately. No copy-pasting, no mismatched data.
AP Elections API MCP Server: Audit election results and track vote totals by date.
You eliminate the need to manually track candidates or check data sources for operational status. You simply ask your agent to check the status first, and then to list all candidates for a date. The agent orchestrates both tools automatically.
The difference is control. You get a unified, structured view of the entire election lifecycle, from candidate listing to final vote count. Your analysis stays authoritative.
Common Questions About AP Elections API MCP
How do I check the operational status using the AP Elections API MCP Server? +
Use the check_api_status tool. This runs a quick check and tells you immediately if the API connection is live and ready for queries, saving you time on failed requests.
What data does `get_election_results` provide? +
get_election_results pulls general results for a whole date. It identifies multiple races and gives you the overall outcome for that day, allowing you to see regional shifts.
Can I use `get_race_details` for any election? +
No. get_race_details requires a specific race ID. You must first find the race ID using get_election_results or list_election_candidates before you can get the granular details.
How do I list all candidates for a date using the AP Elections API MCP Server? +
Run the list_election_candidates tool, providing only the election date. This lists every candidate participating in the election on that day.
Does the AP Elections API MCP Server handle real-time results? +
Yes. The server is built to access real-time election data, providing authoritative results for current and historical events.
How do I handle errors when I use `get_election_results`? +
The system returns specific error codes and messages. These codes tell you exactly why the query failed, whether it's an invalid date format or a missing race ID. You can use the error output to refine your next call.
What parameters must I provide when calling `list_election_candidates`? +
You must provide a specific election date (YYYY-MM-DD). The tool uses this date to scope the search and ensures it only returns candidates active on that day. No other parameters are required.
Does the AP Elections API support querying results by state or geographic area? +
Yes, the API supports querying results by state. When calling get_election_results, include the state name or abbreviation in your request to filter the outcomes geographically. This narrows the scope instantly.
How do I find my AP Elections API Key? +
Log in to your AP Developer portal, register for the Elections API, and you will find your API Key in your dashboard. Copy and paste it below.
Does it support real-time vote counts? +
Yes. The Associated Press provides official, real-time vote counts and delegate allocations as they are reported on election night.
Can the agent show candidate party affiliation? +
Yes. Every candidate record retrieved by your agent includes their party code (e.g., 'Dem', 'GOP') and other relevant affiliation metadata.
Use it with your favorite AI tools
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