AI & Machine Learning

glyphapi.dev

Retrieves documents after a training cutoff, ranks by similarity, and synthesizes answers with inline citations, including visual glyph rendering of results.

x402 supported1 endpoint14 known toolsFirst detected May 29, 2026Last detected August 6, 2026

ENDPOINT 1

https://fillin.glyphapi.dev/mcp

No auth detected

MCP server metadata

Name: fillin
Version: 1.27.0

Capabilities

experimentalpromptsresourcestools

Known tools 14

fillin_query

Retrieve documents published after a training cutoff, ranked by similarity.

Inferred read-only

glyph_search

Same as fillin_query, but returns the result pieces rendered as **photo glyph** image(s) — dense, vision-readable pages — followed by a JSON citation index ({n, source, url, title, published_at, page}).

Inferred read-only

retrieve_auto

One retrieval, auto-picked substrate — the MCP twin of HTTP POST /v1/retrieve with substrate="auto".

Potential side effects

encode

Bring your own text -> the cheapest substrate for your reader — the MCP twin of HTTP POST /v1/encode.

Potential side effects

fillin_answer

Synthesized post-cutoff answer with inline citations.

Potential side effects

fillin_stats

Get corpus stats — total docs, date range, freshness.

Inferred read-only

fillin_health

Liveness + freshness — host, total docs, earliest, latest.

Inferred read-only

query_cves

Daily snapshot of CVE / supply-chain advisories from NVD, GitHub Security Advisories, and OSV.

Inferred read-only

query_papers

Daily snapshot of new research relevant to AI/ML/agents.

Inferred read-only

query_frontier

Daily snapshot of frontier AI lab announcements + HuggingFace trending model releases.

Inferred read-only

query_markets

Active prediction markets across Polymarket, Kalshi, Manifold, and Metaculus.

Inferred read-only

fillin_market_search

Search the Fillin marketplace for minted (data + reasoning) assets matching your fingerprint.

Inferred read-only

fillin_mint

Mint a (data + reasoning) asset on the Fillin marketplace.

Inferred read-only

fillin_buy_mint

Buy a listed mint.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.fillin]
url = "https://fillin.glyphapi.dev/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "fillin": {
      "type": "http",
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: fillin
Remote MCP URL: https://fillin.glyphapi.dev/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "fillin": {
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "fillin": {
      "type": "http",
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "fillin",
  "transport": "streamable-http",
  "url": "https://fillin.glyphapi.dev/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Trust Data Available

BuiltWith Trust API v2 evidence for glyphapi.dev was fetched 2026-08-02T21:56:50.688Z.

Trust status Neutral

glyphapi.dev is assessed as Neutral: No suspicious signals found, but no strong positive signal either

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.