MCP wrapper around Apache Tika for document parsing and metadata extraction.
Project description
tika-mcp
tika-mcp is an MCP (Model Context Protocol) server that wraps Apache Tika and
exposes document parsing tools over streamable-http.
It supports local files and optional remote URL ingestion with SSRF protections, plus extraction for plain text, metadata, HTML, MIME detection, and recursive archive content.
Features
- Async direct Tika Server HTTP integration (
/tika,/meta,/detect/stream,/rmeta) - MCP tools:
extract_text,extract_metadata,detect_mime_type,extract_html,extract_documents - Local file controls (
TIKA_ALLOW_LOCAL_FILES,TIKA_ALLOWED_LOCAL_ROOTS) - Optional remote URL ingestion with blocked private/internal targets by default
- Bounded input and output sizes with clear tool-facing errors
- Optional bearer-token protection for exposed MCP HTTP deployments
Requirements
- Python 3.11+
- Apache Tika Server reachable at
TIKA_URL(defaulthttp://localhost:9998)
Installation
pip install tika-mcp
Or from source:
pip install .
Quick Start
-
Install tika-mcp:
pip install tika-mcp
-
Start Apache Tika Server:
docker run --rm -p 9998:9998 apache/tika:3.3.1.0
-
Start tika-mcp:
export TIKA_URL=http://localhost:9998 tika-mcp
It now listens at
http://127.0.0.1:8000/mcp(transport:streamable-http).
Tools
Every tool takes a single argument, source - a local file path, or an http(s)://
URL (remote URLs must be enabled). All tools are read-only.
| Tool | What it does |
|---|---|
extract_text |
Extract plain text from a document (PDF, Office, HTML, and other Tika-supported formats). |
extract_metadata |
Return document metadata (author, title, content type, page count, …) without the body text. |
detect_mime_type |
Detect the file's MIME/content type from its bytes, without full parsing. |
extract_html |
Extract structured XHTML with headings, tables, and links preserved. |
extract_documents |
Unpack a container/archive/compound file (zip, email, compound doc) and return each embedded document. |
Configuration
| Variable | Default | Description |
|---|---|---|
TIKA_MCP_HOST |
127.0.0.1 |
MCP bind host |
TIKA_MCP_PORT |
8000 |
MCP bind port |
TIKA_MCP_PATH |
/mcp |
Streamable HTTP endpoint path |
TIKA_MCP_BEARER_TOKEN |
unset | Optional bearer token required for MCP HTTP requests |
TIKA_URL |
http://localhost:9998 |
Tika Server base URL |
TIKA_TIMEOUT_SECONDS |
30 |
Request timeout for Tika and remote downloads |
TIKA_MAX_FILE_SIZE_MB |
25 |
Maximum local/remote input file size |
TIKA_MAX_OUTPUT_SIZE_MB |
10 |
Max MCP tool response size; also caps the streamed Tika response body before it is buffered |
TIKA_ALLOW_LOCAL_FILES |
true |
Enable local file sources |
TIKA_ALLOWED_LOCAL_ROOTS |
unset | Comma-separated allowed local path roots |
TIKA_ALLOW_REMOTE_URLS |
false |
Enable remote URL sources |
TIKA_ALLOWED_URL_SCHEMES |
http,https |
Allowed remote URL schemes |
TIKA_BLOCK_PRIVATE_IPS |
true |
Block private/loopback/link-local/internal targets |
TIKA_MAX_REDIRECTS |
5 |
Max remote URL redirects |
TIKA_RECURSIVE_MAX_DEPTH |
unset | Max recursive archive depth |
TIKA_RECURSIVE_MAX_FILES |
unset | Max number of recursive extracted files |
TIKA_RECURSIVE_MAX_TOTAL_SIZE_MB |
unset | Max total recursive expanded text size |
TIKA_PDF_EXTRACT_MARKED_CONTENT |
unset | Send X-Tika-PDFextractMarkedContent; true preserves paragraph structure for tagged PDFs |
TIKA_PDF_EXTRACT_ANNOTATION_TEXT |
unset | Send X-Tika-PDFextractAnnotationText; false avoids duplicate hyperlink URLs |
TIKA_PDF_SORT_BY_POSITION |
unset | Send X-Tika-PDFsortByPosition; true orders text by visual position (untagged PDFs) |
TIKA_COLLAPSE_BLANK_LINES |
false |
Collapse runs of blank lines in extracted text (like cat -s) |
Example
Set any of the above in your shell, then run tika-mcp. It starts a streamable-HTTP
server on TIKA_MCP_HOST:TIKA_MCP_PORT at TIKA_MCP_PATH (default
http://127.0.0.1:8000/mcp):
export TIKA_URL=http://localhost:9998
export TIKA_MCP_PORT=8000
export TIKA_PDF_EXTRACT_MARKED_CONTENT=true
export TIKA_PDF_EXTRACT_ANNOTATION_TEXT=false
export TIKA_COLLAPSE_BLANK_LINES=true
tika-mcp
PDF structure preservation
By default Tika extracts PDF text line-by-line, which breaks paragraphs mid-sentence. For tagged PDFs (Google Docs / Word "Save as PDF"), rebuild real paragraphs with:
export TIKA_PDF_EXTRACT_MARKED_CONTENT=true # use the PDF's structure tree for paragraphs
export TIKA_PDF_EXTRACT_ANNOTATION_TEXT=false # drop duplicate hyperlink URLs
export TIKA_COLLAPSE_BLANK_LINES=true # squeeze blank lines (like `cat -s`)
tika-mcp
For untagged PDFs (no structure tree), use TIKA_PDF_SORT_BY_POSITION=true instead, which
orders text by visual position.
Streamable HTTP Client Configuration
Endpoint format:
- URL:
http://<TIKA_MCP_HOST>:<TIKA_MCP_PORT><TIKA_MCP_PATH> - transport:
streamable-http
Example MCP client config (generic):
{
"mcpServers": {
"tika": {
"transport": {
"type": "streamable-http",
"url": "http://127.0.0.1:8000/mcp"
}
}
}
}
Bearer Token Protection
Set TIKA_MCP_BEARER_TOKEN to require authenticated MCP requests:
TIKA_MCP_BEARER_TOKEN=super-secret tika-mcp
Request example:
curl -X POST "http://127.0.0.1:8000/mcp" \
-H "Authorization: Bearer super-secret" \
-H "Accept: application/json, text/event-stream" \
-H "Content-Type: application/json" \
-d '{"jsonrpc":"2.0","id":"1","method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"example","version":"1.0.0"}}}'
License
MIT
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