SERVER

Document Q&A MCP Server

Rank #98,663

glama/sprchr/MCPDocumentChat-main

Enables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.

First listed
Jan 5, 2026
Last publish date
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OVERVIEW

Document Q&A MCP Server is a Model Context Protocol (MCP) server published by sprchr. It ranks #98,663 of 137,492 servers tracked on MCP Toplist. Document Q&A MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 5, 2026.

STANDING
#98,663of 137,492 tracked servers

Ranks ahead of 38,829 of 137,492 servers on MCP Toplist.

CONNECT

Use Document Q&A MCP Server

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

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MCP Toplist: #98,663 of 137,492
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fsprchr%2FMCPDocumentChat-main.svg)](https://mcptoplist.com/server/glama%2Fsprchr%2FMCPDocumentChat-main)
HTML
<a href="https://mcptoplist.com/server/glama%2Fsprchr%2FMCPDocumentChat-main"><img src="https://mcptoplist.com/badge/glama%2Fsprchr%2FMCPDocumentChat-main.svg" alt="MCP Toplist: #98,663 of 137,492" /></a>

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REGISTRIES

Listed on 1 registry

ORGANIZATION

sprchr

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains Document Q&A MCP Server?
Document Q&A MCP Server is maintained by sprchr, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is Document Q&A MCP Server listed on the Official MCP Registry?
Document Q&A MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does Document Q&A MCP Server have?
Document Q&A MCP Server ships as a single rolling release with no explicit version metadata.
Where can I find the source code for Document Q&A MCP Server?
The source code for Document Q&A MCP Server is hosted at github.com/sprchr/MCPDocumentChat-main.
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