Opencontext Team MCP server
io.github.opencontext-team/mcp-server·v1.0.2An MCP server that provides visual memory and context storage with knowledge graph capabilities
54 downloads/wk
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Opencontext Team tools (23, 7 write)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
add_observationsAdd new observations to existing entities in the knowledge graph
create_directorywrite actionCreate a new directory or ensure a directory exists. Can create multiple nested directories in one operation. If the directory already exists, this operation will succeed silently. Perfect for setting up directory structures for projects or ensuring required paths exist. Only works within allowed directories.
create_entitieswrite actionCreate multiple new entities in the knowledge graph
create_relationswrite actionCreate multiple new relations between entities in the knowledge graph. Relations should be in active voice
delete_entitieswrite actionDelete multiple entities and their associated relations from the knowledge graph
delete_observationswrite actionDelete specific observations from entities in the knowledge graph
delete_relationswrite actionDelete multiple relations from the knowledge graph
edit_fileMake line-based edits to a text file. Each edit replaces exact line sequences with new content. Returns a git-style diff showing the changes made. Only works within allowed directories.
get_file_infoRetrieve detailed metadata about a file or directory. Returns comprehensive information including size, creation time, last modified time, permissions, and type. This tool is perfect for understanding file characteristics without reading the actual content. Only works within allowed directories.
graph_get_fileGet details of a specific file from Microsoft OneDrive by its ID.
graph_list_folderList contents of a folder in Microsoft OneDrive. Use 'root' as folderId for the root folder.
graph_search_filesSearch for files in Microsoft OneDrive using Microsoft Graph API. Requires an access token to be provided.
list_allowed_directoriesReturns the list of directories that this server is allowed to access. Subdirectories within these allowed directories are also accessible. Use this to understand which directories and their nested paths are available before trying to access files.
list_directoryGet a detailed listing of all files and directories in a specified path. Results clearly distinguish between files and directories with [FILE] and [DIR] prefixes. This tool is essential for understanding directory structure and finding specific files within a directory. Only works within allowed directories.
list_directory_with_sizesGet a detailed listing of all files and directories in a specified path, including sizes. Results clearly distinguish between files and directories with [FILE] and [DIR] prefixes. This tool is useful for understanding directory structure and finding specific files within a directory. Only works within allowed directories.
move_fileMove or rename files and directories. Can move files between directories and rename them in a single operation. If the destination exists, the operation will fail. Works across different directories and can be used for simple renaming within the same directory. Both source and destination must be within allowed directories.
open_nodesOpen specific nodes in the knowledge graph by their names
read_graphRead the entire knowledge graph
read_multiple_filesRead the contents of multiple files simultaneously. This is more efficient than reading files one by one when you need to analyze or compare multiple files. Each file's content is returned with its path as a reference. Failed reads for individual files won't stop the entire operation. Only works within allowed directories.
read_text_fileRead the complete contents of a file from the file system as text. Handles various text encodings and provides detailed error messages if the file cannot be read. Use this tool when you need to examine the contents of a single file. Use the 'head' parameter to read only the first N lines of a file, or the 'tail' parameter to read only the last N lines of a file. Operates on the file as text regard
search_filesRecursively search for files and directories matching a pattern. Searches through all subdirectories from the starting path. The search is case-insensitive and matches partial names. Returns full paths to all matching items. Great for finding files when you don't know their exact location. Only searches within allowed directories.
search_nodesSearch for nodes in the knowledge graph based on a query
write_filewrite actionCreate a new file or completely overwrite an existing file with new content. Use with caution as it will overwrite existing files without warning. Handles text content with proper encoding. Only works within allowed directories.
Public scan report
scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it
- Code scan6 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancerepository not readable: repo not found3/15
- Maintainer identityno repository or website to verify2/10
How Opencontext Team compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 65/100
- higher than 20% of 48,255 servers
- Tools
- 23
- the typical server has 7
- Tools that change things
- 30%
- typical: 0%. Fewer write tools means less an agent can break
- Downloads a week
- 54
- more than 45% of 12,191 servers with a package
What its tools let an agent do: 12 read · 6 create · 2 change · 3 delete
Install Opencontext Team in Claude Code, Cursor or VS Code
Runs npx -y visual-memory-context-server on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add mcp-server -- npx -y visual-memory-context-server
Opencontext Team: common questions
- Is Opencontext Team MCP server safe?
- With care: it is graded C, so read the findings first (65/100). Read the Opencontext Team safety report
- How do I install Opencontext Team?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Opencontext Team need an API key?
- No secret keys are declared. It reads 2 settings from the environment.
- Is Opencontext Team maintained?
- The latest release is v1.0.2.
- What can I use instead of Opencontext Team?
- Servers from other publishers that do the same job: Codebase Memory MCP server, Neo4j Memory MCP server and Visual Memory MCP server.
- How does Opencontext Team compare with other MCP servers?
- safety score 65/100 (higher than 20% of 48,255 servers); tools 23 (the typical server has 7); tools that change things 30% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Opencontext Team
Same job from other publishers: the closest match first, then the best rated.
- Codebase MemoryCodebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.not reviewedWidely usedC
- Neo4j MemoryMCP Neo4j Knowledge Graph Memory Servernot reviewedEstablishedA
Visual Memory MCPLocal visual UI cache for AI agents using perceptual hashing, CLIP, and 3D spatial grounding.not reviewedEstablishedA