Context7

Connect with Context7 to utilize an AI-based document analysis and knowledge management platform.

Key Features

• Document upload and management
• AI-based document analysis and summarization
• Knowledge base construction and search
• Document relationship analysis
• Automatic tagging and classification
• Real-time document processing

Basic Information

Authentication Method

Uses API Key for authentication.

Input Parameters

• api_key (Required): Context7 API key
• workspace_id (Required): Workspace ID to work with
• document_id (Optional): Specific document ID

Supported MCP Tools

Document Management Tools

upload_document

Uploads a new document.

get_document

Gets detailed information of a specific document.

list_documents

Retrieves list of all documents in a workspace.

update_document

Modifies metadata of an existing document.

delete_document

Deletes a document.

download_document

Downloads a document.

Document Analysis Tools

analyze_document

Analyzes document content using AI.

summarize_document

Summarizes the core content of a document.

extract_keywords

Extracts key keywords from a document.

extract_entities

Extracts named entities from a document.

get_document_sentiment

Performs sentiment analysis on a document.

Search and Discovery Tools

search_documents

Searches document content.

semantic_search

Performs semantic-based document search.

find_similar_documents

Finds similar documents.

search_by_keywords

Searches documents by keywords.

Tagging and Classification Tools

auto_tag_document

Automatically adds tags to a document.

classify_document

Classifies documents by category.

update_document_tags

Modifies document tags.

get_document_tags

Retrieves list of document tags.

Workspace Management Tools

create_workspace

Creates a new workspace.

list_workspaces

Retrieves all user workspaces.

update_workspace

Modifies workspace settings.

delete_workspace

Deletes a workspace.

Relationship Analysis Tools

find_related_documents

Finds related documents.

get_document_relationships

Analyzes relationships between documents.

build_knowledge_graph

Builds a knowledge graph.

Usage Examples

For example,

• When you input “Analyze project documents and summarize the main content” as a prompt,
• The LLM calls the list_documents tool through MCP to retrieve document lists and analyzes each document using the analyze_document tool.
• Then, it responds in the chat based on the tool call results.

Document Search and Analysis

• Prompt: “Find marketing-related documents and extract key keywords”
• The LLM searches for marketing-related documents using the search_documents tool and extracts keywords using the extract_keywords tool.

Knowledge Base Construction

• Prompt: “Upload a new research report and connect it with related documents”
• The LLM uploads the document using the upload_document tool and finds related documents using the find_related_documents tool to establish connections.

API Key Generation Method

1. Log in to your Context7 account.
2. Navigate to the Settings page.
3. Click “Generate New Key” in the API Keys section.
4. Enter a key name and select required permissions.
5. Click the “Generate” button to generate the API key.
6. Save the generated API key in a secure location.

Notes

• API Key is sensitive information and must be stored securely.
• Large document processing may take a long time.
• Accuracy of document analysis results may vary depending on document quality.
• Be careful of API usage limits.