Office Document MCP server
Commit Sep 30, 2026Reads, edits, creates, and converts Word, Excel, and PowerPoint files for AI clients over MCP.
Also known as rcarmo/python-office-mcp-server
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What is Office Document MCP?
Office Document is an MCP server. Reads, edits, creates, and converts Word, Excel, and PowerPoint files for AI clients over MCP. It exposes 35 tools, such as office_help, office_read, office_inspect.
Summary generated from the project's README
About Office Document MCP server
Automating the management of Microsoft Office files from an AI client is what this Python-based MCP server enables. It allows users to read, edit, create, and convert unencrypted Word, Excel, and PowerPoint documents. The server operates via local stdio by default, though it also supports Streamable HTTP sessions, legacy HTTP/SSE, or raw TCP transports. It is designed for developers and professionals who need to manipulate .docx, .xlsx, .xlsm, and .pptx files through structured tool calls.
Users can perform complex tasks such as patching Excel cells, inserting PowerPoint slides, or converting Markdown content into formatted documents. The server provides specialized tools like office_patch for targeted edits, office_table for managing spreadsheet rows, and pptx_add_slide for presentation management. It also includes a suite of SOW generation tools for Word templates and an office_audit tool to verify document completion. While it handles formatting and structure, it does not recalculate Excel formulas or verify rendered layouts during the reopening process.
Written from the project's README. Every use case is checked against a quote from it.
Office Document MCP tools 35
Detected from the READMEoffice_helpoffice_readoffice_inspectoffice_patchoffice_commentoffice_tableoffice_templateoffice_auditoffice_imageword_generate_sowword_cleanup_sowword_get_section_guidance
| office_help | — | |
| office_read | — | |
| office_inspect | — | |
| office_patch | — | |
| office_comment | — | |
| office_table | — | |
| office_template | — | |
| office_audit | — | |
| office_image | — | |
| word_generate_sow | — | |
| word_cleanup_sow | — | |
| word_get_section_guidance | — |
Show all 35 toolsShow fewer tools
word_parse_sow_templateword_create_sow_from_markdownword_extract_sow_structureword_insert_at_anchorword_list_anchorsword_document_mapword_enable_track_changesword_patch_with_track_changesword_accept_all_changespptx_add_slidepptx_delete_slidepptx_duplicate_slidepptx_reorder_slidespptx_hide_slidepptx_set_notespptx_recommend_layoutpptx_log_changespptx_import_slideword_from_markdownexcel_from_markdownpptx_from_markdownrestart_serverlist_supported_formats
| word_parse_sow_template | — | |
| word_create_sow_from_markdown | — | |
| word_extract_sow_structure | — | |
| word_insert_at_anchor | — | |
| word_list_anchors | — | |
| word_document_map | — | |
| word_enable_track_changes | — | |
| word_patch_with_track_changes | — | |
| word_accept_all_changes | — | |
| pptx_add_slide | — | |
| pptx_delete_slide | — | |
| pptx_duplicate_slide | — | |
| pptx_reorder_slides | — | |
| pptx_hide_slide | — | |
| pptx_set_notes | — | |
| pptx_recommend_layout | — | |
| pptx_log_changes | — | |
| pptx_import_slide | — | |
| word_from_markdown | — | |
| excel_from_markdown | — | |
| pptx_from_markdown | — | |
| restart_server | — | |
| list_supported_formats | — |
README
View on GitHubOffice Document MCP Server
This Python MCP server reads and edits unencrypted .docx, .xlsx, .xlsm and .pptx files, and can create .docx, .xlsx and .pptx files. It runs over local stdio by default; the pinned transport dependency also supports Streamable HTTP sessions and legacy HTTP/SSE or raw TCP. Legacy binary Office files, encrypted packages and Information Rights Management are unsupported.
Covered edits use a private copy, reopen the saved package and replace the destination once. Excel cell patches preserve style dependencies and invalidate cell-level formula caches; supported Word and PowerPoint literal replacements retain formatting across adjacent runs. Reopening does not verify rendered layout or recalculate formulas. See the operating limits and writer scope before editing complex files.
The project accepts patches and hotfixes but does not offer support or issue tracking.
Available Tools
Start with office_help when choosing a workflow. Use office_read or office_inspect before editing with office_patch, office_table, office_template, office_comment or office_image; use office_audit to check the result. word_insert_at_anchor handles paragraph placement when a literal target is unsuitable. The specialised tools below cover conversion, slides, tracked changes and older SOW templates.
Unified tools
These tools select document handlers from the file extension or provide cross-format guidance. office_set_comment_identity configures default comment attribution separately.
| Tool | Description |
|---|---|
office_help |
Structured workflow help and recommendations for consulting/architecture document workflows |
office_read |
Read content from Word/Excel/PowerPoint as JSON or Markdown |
office_inspect |
Get document structure (sheets, slides, sections, tables, comments) |
office_patch |
Edit cells, shapes, sections, or replace placeholders |
office_comment |
Add/get/reply/delete comments; Word also supports resolve/reopen, threaded get, and reply threading |
office_table |
Read tables, add/update rows, and create Word/PowerPoint tables |
office_template |
Copy templates or analyze template structure |
office_audit |
Audit for placeholders, completion, or tracking status |
office_image |
Insert images into Word, Excel, or PowerPoint documents |
Specialised tools
Use these for operations that the unified tools do not expose, or when an existing integration calls them directly.
Word SOW Generation
The sow tools began as a template-specific proof of concept. They are deprecated but remain available for existing integrations; use the unified tools for new editing workflows.
| Tool | Description |
|---|---|
word_generate_sow |
Fill SOW template with structured data |
word_cleanup_sow |
Remove template artifacts and guidance (tracked) |
word_get_section_guidance |
Extract template instructions from a section |
word_parse_sow_template |
Analyze SOW template structure |
word_create_sow_from_markdown |
Create SOW from Markdown content |
word_extract_sow_structure |
Extract structured data from existing SOW |
word_insert_at_anchor |
Insert paragraphs before/after an anchor paragraph or paragraph index |
word_list_anchors |
List headings and high-signal paragraphs that can be used as insertion anchors |
word_document_map |
Return a lightweight map of sections, tables, placeholders, anchors, and warnings |
word_enable_track_changes |
Enable Word's track changes mode |
word_patch_with_track_changes |
Replace text with revision marks |
word_accept_all_changes |
Accept insertion/deletion wrappers in the main document XML; see revision limits below |
PowerPoint Slide Management
| Tool | Description |
|---|---|
pptx_add_slide |
Add new slide with specified layout |
pptx_delete_slide |
Remove a slide |
pptx_duplicate_slide |
Copy a slide with independent chart and embedded-workbook parts |
pptx_reorder_slides |
Change slide order |
pptx_hide_slide |
Hide/unhide a slide |
pptx_set_notes |
Set speaker notes |
pptx_recommend_layout |
Get best layout for content type |
pptx_log_changes |
Add change log slide |
pptx_import_slide |
Copy a slide between presentations, with optional speaker notes |
Document Conversion
| Tool | Description |
|---|---|
word_from_markdown |
Create Word document from Markdown (supports inline text or markdown_file path for large inputs) |
excel_from_markdown |
Create Excel workbook from Markdown tables (supports inline text or markdown_file for large inputs) |
pptx_from_markdown |
Create PowerPoint from Markdown slides (supports inline text or markdown_file for large inputs) |
Utility
| Tool | Description |
|---|---|
restart_server |
Hot-reload the server after code changes |
list_supported_formats |
Show available document formats |
Quick Examples
Protocol guidance and results
Tool results keep their legacy text content and add structuredContent for mappings. Failed operations set MCP isError; partial success still needs per-target checks. Tool lists support pagination and explicit conservative annotations. The read-only office://guidance/workflows resource and review_document prompt offer workflow guidance without opening files; the prompt's document-type argument supports completion.
See the uMCP integration for opt-in progress, cooperative cancellation, HTTP authentication/session rules and the pinned dependency update procedure.
Workflow Discovery
# Find the best workflow for filling a consulting SOW from markdown
office_help(
goal="fill_sow_from_markdown",
document_type="word",
constraints=["preserve_template_structure"],
format="summary"
)
# Map a common consulting request onto a deterministic workflow
office_help(
task="Patch an Excel estimate workbook safely and verify the result",
format="detailed"
)
# Discover the safest path for a stakeholder review deck
office_help(
goal="create_review_deck",
document_type="powerpoint",
format="summary"
)
Template Analysis Cache
word_parse_sow_template and office_template(operation="analyze") cache Word template metadata as JSON in .office-metadata-cache/. Set OFFICE_MCP_METADATA_CACHE_DIR to move the cache. A resolved-path, file-size or mtime change invalidates an entry.
Reading Documents
# Read Excel as Markdown
office_read(file_path="data.xlsx", output_format="markdown")
# Read specific range
office_read(file_path="data.xlsx", scope="Sheet1!A1:D10")
# Read a single worksheet
office_read(file_path="data.xlsx", scope="Sheet1")
# Read Excel formulas instead of cached values (reading never recalculates)
office_read(file_path="model.xlsx", include_formulas=True)
# Read Word document
office_read(file_path="report.docx", output_format="markdown")
Inspecting Structure
# List Excel sheets
office_inspect(file_path="data.xlsx", what="sheets")
# List Word tables
office_inspect(file_path="report.docx", what="tables")
# List PowerPoint slides
office_inspect(file_path="deck.pptx", what="slides")
# Analyze a Word template and reuse cached metadata on later runs
office_template(
source_path="templates/sow.docx",
destination_path="",
operation="analyze"
)
# Discover insertion anchors before adding narrative content
word_list_anchors(file_path="report.docx", query="delivery")
# Get a compact map of a Word document
word_document_map(file_path="report.docx")
Editing Content
# Patch Excel cell
office_patch(
file_path="data.xlsx",
changes=[{"target": "A1", "value": "New Value"}]
)
# Patch Word placeholder
office_patch(
file_path="report.docx",
changes=[{"target": "<Customer>", "value": "Contoso"}]
)
# Patch PowerPoint shape
office_patch(
file_path="deck.pptx",
changes=[{"target": "slide:1/Title 1", "value": "New Title"}]
)
# PowerPoint soft return in a single text box
office_patch(
file_path="deck.pptx",
changes=[{"target": "slide:1/Title 2", "value": "Contoso{br}Project"}]
)
Covered mutation tools return per-target diagnostics. office_patch, office_table and office_comment accept best_effort, safe, strict and dry_run; other tools accept a mode only if it appears in their schema. Fields depend on the tool and how early validation fails:
-
success -
status(success,partial_success,failed,skipped) -
warnings -
matched_targets -
unmatched_targets -
skipped_targets -
diagnostics -
next_tools -
best_effort: current compatibility-oriented behavior -
safe: requires a distinct output path for covered mutation flows -
strict: foroffice_patch, any missing or failed target prevents the entire batch commit -
dry_run: foroffice_patch, validates changes on a private copy, discards it, and leaves source and destination unchanged
For office_patch, safe requires a distinct destination but may commit the accepted subset. Use strict with a new output_path when every target is required. Receipts distinguish changes_planned from committed changes_applied, include results[].applied, and record source_sha256.
Source/destination fingerprint changes prevent publication. Process-local writer locks cover staged patches and the enrolled existing-document writers in writer scope; arbitrary external editors are not locked. Hard-linked document paths refuse mutation. Tables and comments share staged publication, but their XLSX serialisation does not preserve every opaque part as office_patch does. Output-only generation paths retain separate contracts.
Excel cell patches preserve append-only style dependencies and invalidate formula caches on cell-level formula elements across worksheets. calculation_state="recalculation-required" means an external calculation engine must refresh results; no recalculation runs here. Unsupported style registry rewrites refuse before commit. Word read-back includes tracked insertions and excludes tracked deletions.
Start with office_help, then inspect, preview, patch to a new output, and reopen/audit the result. Excel value patches coerce numeric-looking strings, currencies and percentages; this API has no force-text option for numeric identifiers. See operating limits before processing untrusted or complex files.
Verification
Install the development dependencies before running bash tests/run_tests.sh, or select related test paths as arguments. Set PYTHON=/path/to/python to choose the environment. The testing guide covers setup, focused batches, Gherkin reports and the optional LibreOffice checks. Verification never auto-formats or fixes source.
Shared acceptance scenarios execute through pytest-bdd in tests/acceptance/. Each run replaces test-results/acceptance.json with a fresh inventory and per-step outcomes. Planned, undefined, ambiguous and unexecuted cases cannot count as acceptance passes. Fixtures and shared requirements come from the tagged references/fixtures-ooxml submodule. Python reads the shared Gherkin directly and uses tests/acceptance/shared-mapping.json for local implementation status; no duplicate executable feature copy is maintained. Schema-2 document inputs have stable content IDs and one physical payload under central fixtures/<format>/<scenario-group>/; tests obtain paths from the manifest. The separate native-test catalogue staging directory is incomplete reconciliation input, not additional executable coverage.
The testing guide separates historical runtime results, fixture-migration measurements and current release checks. The uMCP integration report records results at its original source pin, including an official-SDK smoke check. See the testing guide for the current fixture release and its bounded checks. Optional local LibreOffice tests skipped when the executable was unavailable; the manual oracle workflow installs it for separate checks. Native Microsoft Office rendering and Windows executable mutation workflows have not been verified locally.
Recorded test results distinguish committed tests from local-only tests. The XLSX adoption decision explains why the server retains upstream openpyxl.
Table Operations
# Add row to Word table
office_table(
file_path="report.docx",
operation="add_row",
table_id="staffing",
data={"Role": "PM", "Count": "1", "Notes": "Lead"}
)
# Create table in Word
office_table(
file_path="report.docx",
operation="create",
data={
"headers": ["Phase", "Owner", "Target Date"],
"rows": [{"Phase": "Discovery", "Owner": "PM", "Target Date": "2026-04-01"}],
"insert_after_section": "Delivery Plan"
}
)
# Add table to PowerPoint
office_table(
file_path="deck.pptx",
operation="create",
table_id="3",
data={
"headers": ["Phase", "Duration"],
"rows": [["Discovery", "2 weeks"]]
}
)
Track Changes Workflows
# Enable Track Changes in document settings
word_enable_track_changes(file_path="draft.docx", output_path="draft-tracked.docx")
# Apply a tracked replacement
word_patch_with_track_changes(
file_path="draft-tracked.docx",
replacements={"Old wording": "New wording"},
output_path="draft-review.docx"
)
# Accept main-document insertion/deletion wrappers
word_accept_all_changes(
file_path="draft-review.docx",
output_path="draft-final.docx"
)
word_accept_all_changes traverses the main document XML, including its tables. It does not resolve revisions in separate headers, footers, footnotes or other story parts, and it does not implement move/format revision resolution or reject-all. Despite its name, it is not a complete Word revision engine. The office_patch(track_changes=...) compatibility parameter currently does not control Word dispatch; use the documented tracked workflow and inspect its output.
Image Support
office_image supports raster formats (PNG, JPG/JPEG, GIF) across Word, Excel, and PowerPoint.
SVG support is currently:
| Format | Word | Excel | PowerPoint |
|---|---|---|---|
| PNG | Yes | Yes | Yes |
| SVG | Yes | No | Yes |
Notes:
- Excel image placement is cell-anchored.
- PowerPoint image placement is centered by default and can be validated from returned position metadata.
- Recent local MCP validation covered image insertion plus position/bounds checks for Excel and PowerPoint fixture copies.
Large Markdown Inputs
# Avoid MCP argument-size limits by passing a markdown_file path
word_from_markdown(
output_path="report.docx",
markdown_file="inputs/large-report.md"
)
excel_from_markdown(
output_path="budget.xlsx",
markdown_file="inputs/budget-tables.md"
)
pptx_from_markdown(
output_path="deck.pptx",
markdown_file="inputs/deck.md"
)
word_create_sow_from_markdown(
output_path="sow.docx",
template_path="templates/Agile.docx",
markdown_file="inputs/sow.md"
)
Auditing
# Audit for placeholders
office_audit(file_path="report.docx", checks=["placeholders"])
# Audit for completion
office_audit(file_path="report.docx", checks=["completion"])
Comment Threads and Resolution (Word)
Word stores comment text in word/comments.xml and thread/resolution metadata in word/commentsExtended.xml.
word_get_comments
word_get_comments(
file_path="SoW.docx",
filter="all", # all | open | resolved | mine
author=None, # used with filter="mine"
format="flat" # flat | threaded
)
Each comment now includes:
idauthorinitialsdatetextdone(resolved state)is_replyparent_idpara_id
When format="threaded", response includes:
threads: grouped{ root, replies[] }flat: full backward-compatible flat list
word_resolve_comment
word_resolve_comment(
file_path="SoW.docx",
comment_id="121",
resolved=True, # True=resolve, False=reopen
output_path=None,
)
Notes:
- If a reply ID is supplied, the root thread is resolved/reopened.
- If
commentsExtended.xmlis missing, it is created and wired into the package. - If root comments lack
w14:paraId, a paraId is synthesized for stable mapping.
word_reply_to_comment
word_reply_to_comment(
file_path="SoW.docx",
comment_id="121",
text="Done — updated as requested.",
author="Rui Carmo",
auto_resolve=True,
)
auto_resolve=True performs reply + resolve in one call.
Unified API (office_comment)
office_comment supports Word thread workflows directly:
office_comment(file_path="SoW.docx", operation="get", format="threaded")
office_comment(file_path="SoW.docx", operation="get", filter="open")
office_comment(file_path="SoW.docx", operation="resolve", target="121")
office_comment(file_path="SoW.docx", operation="reopen", target="121")
Supported operations:
- Word:
add,get,reply,resolve,reopen,delete - Excel:
add,get,delete(reply/resolve/reopenreturn clear unsupported errors) - PowerPoint:
add,get,delete(reply/resolve/reopenreturn clear unsupported errors)
End-to-end round-trip tests
Fixture-based tests cover:
- mixed open/resolved states
- resolve/reopen toggling
- reply-to-root resolution behaviour
- legacy
commentsIds.xmlfallback - missing
commentsExtended.xmlcreation - threaded retrieval + filtering
- output-path round trips
Primary test files:
tests/test_word_comment_resolution.pytests/test_word_comment_roundtrip_fixture.pytests/test_word_comment_replies.py
Word Review Workflow
Inspect the document before choosing targets. Use section: targets for section content and literal text for placeholders; office_patch has no operation argument.
office_inspect(file_path="draft.docx", what="sections")
word_list_anchors(file_path="draft.docx", query="Delivery")
changes = [
{"target": "<Customer>", "value": "Contoso"},
{"target": "section:Delivery", "value": "Delivery starts after approval."}
]
office_patch(file_path="draft.docx", changes=changes, mode="dry_run")
office_patch(
file_path="draft.docx", changes=changes,
mode="strict", output_path="review.docx"
)
office_read(file_path="review.docx")
office_audit(file_path="review.docx", checks=["placeholders", "completion"])
Preview reports planned changes; strict commit requires every requested target to apply. word_patch_with_track_changes writes tracked replacements; office_patch does not route its track_changes argument into Word editing. Read-back includes tracked insertions and excludes deletions. Inspect the saved document before accepting revisions; package checks cannot establish its meaning or rendered layout.
Setup
Install from repository (recommended)
Using uv:
uv tool install "git+https://github.com/rcarmo/python-office-mcp-server.git"
Using pip:
python -m venv .venv
. .venv/bin/activate # Windows PowerShell: .venv\\Scripts\\Activate.ps1
python -m pip install "git+https://github.com/rcarmo/python-office-mcp-server.git"
This installs the office-mcp-server command and the exact Git-pinned transport dependency. Git must be available during installation. The public PyPI package named umcp is unrelated; use the repository's dependency declaration. Requires Python >=3.10; locally tested on 3.10, 3.12 and 3.13. If a GUI client cannot find the command, configure the absolute executable path; its environment may not inherit your shell's PATH.
Install from local clone
git clone --recurse-submodules https://github.com/rcarmo/python-office-mcp-server.git
cd python-office-mcp-server
uv sync --frozen
uv run office-mcp-server
# For development and tests: uv sync --frozen --extra dev
# In an activated pip environment: python -m pip install -e '.[dev]'
Run the source script after installing dependencies
git clone --recurse-submodules https://github.com/rcarmo/python-office-mcp-server.git
cd python-office-mcp-server
python -m venv .venv
. .venv/bin/activate # Windows PowerShell: .venv\\Scripts\\Activate.ps1
python -m pip install -r requirements.txt
python office_server.py
This starts the stdio server; it waits for MCP messages rather than opening a web page. Configure the client with the same virtual-environment interpreter and an absolute script path:
{
"command": "/absolute/path/to/python-office-mcp-server/.venv/bin/python",
"args": ["/absolute/path/to/python-office-mcp-server/office_server.py"]
}
On Windows, use .venv\\Scripts\\python.exe and escape backslashes in JSON. Relative document paths depend on the server process's working directory; absolute paths avoid ambiguity.
For network clients use explicit --http; plain --port retains legacy SSE. Configure OFFICE_MCP_HTTP_TOKEN through the server environment for bearer authentication, and keep a TLS proxy and OS/path boundary for remote access. See transports. The client examples below use stdio.
MCP client configuration
VS Code (.vscode/mcp.json):
{
"servers": {
"office": {
"command": "office-mcp-server"
}
}
}
Claude Desktop (claude_desktop_config.json):
{
"mcpServers": {
"office": {
"command": "office-mcp-server"
}
}
}
mcp-cli (mcp_servers.json):
{
"mcpServers": {
"office": {
"command": "office-mcp-server"
}
}
}
To use uvx instead of a pre-installed binary:
{
"command": "uvx",
"args": ["--from", "git+https://github.com/rcarmo/python-office-mcp-server.git", "office-mcp-server"]
}
Tool Activation Note
Some MCP clients can start with subsets of tools disabled by policy/session settings. If a call returns a disabled-tool error, enable the corresponding MCP tools in the client first, then retry. This enablement behavior is controlled by the MCP client/host, not by this server.
VS Code (Automatic)
Create .vscode/mcp.json using the VS Code example above; the repository does not ship that file. Open the Command Palette and run MCP: List Servers to confirm office is listed.
GitHub Copilot CLI
Add the server to your Copilot CLI configuration:
# Open config file
code ~/.config/github-copilot/config.json
# Add this to the mcpServers section:
{
"mcpServers": {
"officeServer": {
"command": "python",
"args": ["/path/to/python-office-mcp-server/office_server.py"]
}
}
}
Running Manually
cd python-office-mcp-server
pip install -r requirements.txt
python office_server.py
Windows Single-File Distribution
Build a standalone .exe using PyInstaller.
Build on Windows
cd python-office-mcp-server
python -m pip install -r requirements.txt
python -m pip install -r requirements-build.txt
python build_windows_onefile.py --clean
Output artifact:
dist/office-mcp-server.exe
Custom output name
python build_windows_onefile.py --name office-server-prod
Run executable
dist\office-mcp-server.exe
Use the generated executable in MCP client configuration by pointing command to the .exe path.
The Windows workflow builds the executable and checks tool discovery. It does not run mutation workflows through the executable.
Office Document MCP questions
What tools does Office Document MCP provide?
It exposes 35 tools, including office_help, office_read, office_inspect, office_patch, office_comment.
Which Office file formats can this MCP server read and edit?
It reads and edits unencrypted .docx, .xlsx, .xlsm, and .pptx files, and can create .docx, .xlsx, and .pptx files. Legacy binary Office files, encrypted packages, and Information Rights Management are not supported.
How does the server transport work?
It runs over local stdio by default. The pinned transport dependency also supports Streamable HTTP sessions and legacy HTTP/SSE or raw TCP.
Can I preview an Office edit before applying it?
Yes. office_patch supports a dry_run mode that validates changes on a private copy, discards it, and leaves the source and destination unchanged.
Can I create a Word or PowerPoint document from Markdown?
Yes. The word_from_markdown, excel_from_markdown, and pptx_from_markdown tools create documents from Markdown tables or slides, accepting inline text or a markdown_file path for large inputs.
Does Excel editing recalculate formulas?
No. Cell patches invalidate cell-level formula caches, and a calculation_state of "recalculation-required" means an external calculation engine must refresh results.