Democracy AI / RealRep research

io.github.theguysaccountPublished by GitHub account theguysaccountv1.0.0Updated Oct 31, 2026

Read public civic records and World Bank indicators with citations, dates and methodology.

VerifiedStreamable HTTPWeb executableKnowledge & MemoryData & Analytics

Overview

AI-generated overview

Remote MCP endpoint for reading public World Bank indicators and Election.org civic research records with citations, dates and methodology.

What you can do
  • List available public World Bank indicators and Election.org civic research collections and charts
  • Read sourced World Bank indicator observations with units, notes, update dates and missing values, comparing up to two three-letter country codes
  • Read existing public Election.org collections or a catalog chart, preserving citations, methodology, coverage and dates
When to use it
Useful when an assistant needs cited, dated public data on country indicators or civic research, and should keep gaps and uncertainty visible rather than filling them in. Not intended for private accounts, participant records or political profiles.
Requirements
A remote streamable HTTP endpoint; no packages, environment variables or headers are declared. The manifest declares no authentication, though the README points to connection metadata for setup.
Before you install
Read-only access to public sources only; no private accounts, participant records, conversations or workspaces are exposed. Source text is treated as untrusted evidence, and citations, dates, coverage and methodology should be preserved rather than replaced with estimates.

Installation

In SourceWeft

  1. Open Democracy AI / RealRep research in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.theguysaccount%2Frealrep/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "democracy-ai-realrep-research": {
      "type": "http",
      "url": "https://app.realrep.org/api/mcp"
    }
  }
}

README

Democracy AI / RealRep research

MCP endpoint: https://app.realrep.org/api/mcp

Connection metadata: https://app.realrep.org/agents.json

Only existing public source research is exposed. No private accounts, reviews, participant records, conversations or workspaces. Preserve source citations, dates, coverage, methodology and uncertainty.

Source: servers/realrep/README.md at commit eeb211f

Tools

3

read_public_catalog

List available public World Bank indicators and Election.org civic research collections/charts. No personal notebooks, opinions, feedback, voice or account data.

Takes no parameters.

read_public_indicator

Read sourced World Bank indicator observations with units, notes, update dates and missing values. Compare at most two three-letter country codes. Never substitute estimated chart points.

Parametersmetricrequiredcomparecountryrequired

read_public_civic_records

Read existing public Election.org collections or a catalog chart. Preserve citations, methodology, coverage and dates. Does not read private participants, political profiles or user conversations.

Parametersyearchartquerystateofficedistrictresourcerequired

Version history

1
  1. v1.0.0LatestOct 31, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.