Search / io.github.ygtalp/rawthink-mcp
RAWThink
L0· runs locallyPersistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.
v2.0.1 · active · repository · descriptor JSON · versions
Search / io.github.ygtalp/rawthink-mcp
L0· runs locallyPersistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.
v2.0.1 · active · repository · descriptor JSON · versions
{
"mcpServers": {
"rawthink-mcp": {
"command": "uvx",
"args": [
"rawthink-mcp==2.0.1"
],
"env": {
"RAWTHINK_VAULT": "../vault",
"QDRANT_URL": "http://localhost:6333",
"OLLAMA_URL": "http://localhost:11434",
"OLLAMA_MODEL": "bge-m3",
"RAWTHINK_TOOL_PROFILE": "full",
"RAWTHINK_LOG_LEVEL": "INFO"
}
}
}
}claude mcp add rawthink-mcp -e "RAWTHINK_VAULT=../vault" -e "QDRANT_URL=http://localhost:6333" -e "OLLAMA_URL=http://localhost:11434" -e "OLLAMA_MODEL=bge-m3" -e "RAWTHINK_TOOL_PROFILE=full" -e "RAWTHINK_LOG_LEVEL=INFO" -- uvx rawthink-mcp==2.0.1[mcp_servers.rawthink-mcp]
command = "uvx"
args = ["rawthink-mcp==2.0.1"]
env = { "RAWTHINK_VAULT" = "../vault", "QDRANT_URL" = "http://localhost:6333", "OLLAMA_URL" = "http://localhost:11434", "OLLAMA_MODEL" = "bge-m3", "RAWTHINK_TOOL_PROFILE" = "full", "RAWTHINK_LOG_LEVEL" = "INFO" }
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"rawthink-mcp": {
"type": "local",
"command": [
"uvx",
"rawthink-mcp==2.0.1"
],
"enabled": true,
"environment": {
"RAWTHINK_VAULT": "../vault",
"QDRANT_URL": "http://localhost:6333",
"OLLAMA_URL": "http://localhost:11434",
"OLLAMA_MODEL": "bge-m3",
"RAWTHINK_TOOL_PROFILE": "full",
"RAWTHINK_LOG_LEVEL": "INFO"
}
}
}
}{
"mcpServers": {
"rawthink-mcp": {
"command": "uvx",
"args": [
"rawthink-mcp==2.0.1"
],
"env": {
"RAWTHINK_VAULT": "../vault",
"QDRANT_URL": "http://localhost:6333",
"OLLAMA_URL": "http://localhost:11434",
"OLLAMA_MODEL": "bge-m3",
"RAWTHINK_TOOL_PROFILE": "full",
"RAWTHINK_LOG_LEVEL": "INFO"
}
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=rawthink-mcp&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJyYXd0aGluay1tY3A9PTIuMC4xIl0sImVudiI6eyJSQVdUSElOS19WQVVMVCI6Ii4uL3ZhdWx0IiwiUURSQU5UX1VSTCI6Imh0dHA6Ly9sb2NhbGhvc3Q6NjMzMyIsIk9MTEFNQV9VUkwiOiJodHRwOi8vbG9jYWxob3N0OjExNDM0IiwiT0xMQU1BX01PREVMIjoiYmdlLW0zIiwiUkFXVEhJTktfVE9PTF9QUk9GSUxFIjoiZnVsbCIsIlJBV1RISU5LX0xPR19MRVZFTCI6IklORk8ifX0%3D"
}{
"servers": {
"rawthink-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"rawthink-mcp==2.0.1"
],
"env": {
"RAWTHINK_VAULT": "../vault",
"QDRANT_URL": "http://localhost:6333",
"OLLAMA_URL": "http://localhost:11434",
"OLLAMA_MODEL": "bge-m3",
"RAWTHINK_TOOL_PROFILE": "full",
"RAWTHINK_LOG_LEVEL": "INFO"
}
}
}
}{
"mcpServers": {
"rawthink-mcp": {
"command": "uvx",
"args": [
"rawthink-mcp==2.0.1"
],
"env": {
"RAWTHINK_VAULT": "../vault",
"QDRANT_URL": "http://localhost:6333",
"OLLAMA_URL": "http://localhost:11434",
"OLLAMA_MODEL": "bge-m3",
"RAWTHINK_TOOL_PROFILE": "full",
"RAWTHINK_LOG_LEVEL": "INFO"
}
}
}
}extensions:
"rawthink-mcp":
enabled: true
name: "rawthink-mcp"
type: stdio
cmd: "uvx"
args:
- "rawthink-mcp==2.0.1"
envs:
"RAWTHINK_VAULT": "../vault"
"QDRANT_URL": "http://localhost:6333"
"OLLAMA_URL": "http://localhost:11434"
"OLLAMA_MODEL": "bge-m3"
"RAWTHINK_TOOL_PROFILE": "full"
"RAWTHINK_LOG_LEVEL": "INFO"
timeout: 300
This is a local package: the command runs on your machine.
Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)auth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)stability.changes, stability.rug_pulltool list unknowndeps.known_vulnsno known advisory in 81 resolved packagesdeps.mcp_sdk_versionmcp 2.2.0, no known advisorydeps.resolvable[email protected] resolved: 81 packagesNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo ~liveness-unmeasured ~updated-81d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
[email protected] PyPI80 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19
No known advisory affects this dependency graph.
Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.
| package | registry | version | runtime | secrets |
|---|---|---|---|---|
rawthink-mcp | pypi | 2.0.1 | uvx |
No tools observed. Local packages are never executed by the registry.
Schemas: list_tools.
{
"name": "io.github.ygtalp/rawthink-mcp",
"title": "RAWThink",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "2.0.1",
"packages": [
{
"version": "2.0.1",
"transport": {
"type": "stdio"
},
"identifier": "rawthink-mcp",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"environmentVariables": [
{
"name": "RAWTHINK_VAULT",
"default": "../vault",
"description": "Path to the vault directory holding sessions, qnotes and the knowledge graph."
},
{
"name": "MEMORY_FILE_PATH",
"description": "Path to memory.jsonl. Defaults to <vault>/memory.jsonl."
},
{
"name": "QDRANT_URL",
"default": "http://localhost:6333",
"description": "Qdrant server URL."
},
{
"name": "QDRANT_PATH",
"description": "Set to a directory to run Qdrant embedded instead of via Docker."
},
{
"name": "OLLAMA_URL",
"default": "http://localhost:11434",
"description": "Ollama server URL. Without it, retrieval degrades to sparse-only."
},
{
"name": "OLLAMA_MODEL",
"default": "bge-m3",
"description": "Embedding model. Changing it requires a full reindex."
},
{
"name": "RAWTHINK_TOOL_PROFILE",
"default": "full",
"description": "Which tools to expose: recall (4, read-only), record (5, the write path), or full (17)."
},
{
"name": "RAWTHINK_BM25_STATE",
"description": "Path to the BM25 state file. Defaults to <vault>/.bm25_state.json."
},
{
"name": "RAWTHINK_LOG_LEVEL",
"default": "INFO",
"description": "Log level for diagnostics on stderr."
}
]
}
],
"repository": {
"url": "https://github.com/ygtalp/rawthink-mcp",
"source": "github"
},
"description": "Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph."
}