Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Memory compression system for Claude Code - persist context across sessions <p align="center"> Official $CMEM Links: <a href="https://bags.fm/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Bags.fm</a> • <a href="https://jup.ag/tokens/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Jupiter</a> • <a href="https://photon-sol.tinyastro.io/en/lp/6MzFAkWnac6GSK1EdFX93dZeukGfzrFq4UHWarhGSQyd">Photon</a> • <a href="https://dexscreener.com/solana/6mzfakwnac6gsk1edfx93dzeukgfzrfq4uhwarhgsqyd">DEXScreener Published capability contract available. No trust telemetry is available yet. 30.1K GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
claude-mem is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Memory compression system for Claude Code - persist context across sessions <p align="center"> Official $CMEM Links: <a href="https://bags.fm/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Bags.fm</a> • <a href="https://jup.ag/tokens/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Jupiter</a> • <a href="https://photon-sol.tinyastro.io/en/lp/6MzFAkWnac6GSK1EdFX93dZeukGfzrFq4UHWarhGSQyd">Photon</a> • <a href="https://dexscreener.com/solana/6mzfakwnac6gsk1edfx93dzeukgfzrfq4uhwarhgsqyd">DEXScreener
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 30.1K GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Thedotmack
Artifacts
0
Benchmarks
0
Last release
10.3.1
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 30.1K GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/thedotmack/claude-mem.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
Thedotmack
Protocol compatibility
MCP
Auth modes
mcp, api_key
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
30.1K GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
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
6
Snippets
0
Languages
typescript
text
/plugin marketplace add thedotmack/claude-mem /plugin install claude-mem
bash
curl -fsSL https://install.cmem.ai/openclaw.sh | bash
bash
curl -fsSL https://install.cmem.ai/openclaw.sh | bash
typescript
// Step 1: Search for index search(query="authentication bug", type="bugfix", limit=10) // Step 2: Review index, identify relevant IDs (e.g., #123, #456) // Step 3: Fetch full details get_observations(ids=[123, 456]) // Save important information manually save_memory(text="API requires auth header X-API-Key", title="API Auth")
powershell
npm : The term 'npm' is not recognized as the name of a cmdlet
bash
cd ~/.claude/plugins/marketplaces/thedotmack npm run bug-report
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Memory compression system for Claude Code - persist context across sessions <p align="center"> Official $CMEM Links: <a href="https://bags.fm/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Bags.fm</a> • <a href="https://jup.ag/tokens/2TsmuYUrsctE57VLckZBYEEzdokUF8j8e1GavekWBAGS">Jupiter</a> • <a href="https://photon-sol.tinyastro.io/en/lp/6MzFAkWnac6GSK1EdFX93dZeukGfzrFq4UHWarhGSQyd">Photon</a> • <a href="https://dexscreener.com/solana/6mzfakwnac6gsk1edfx93dzeukgfzrfq4uhwarhgsqyd">DEXScreener
Start a new Claude Code session in the terminal and enter the following commands:
/plugin marketplace add thedotmack/claude-mem
/plugin install claude-mem
Restart Claude Code. Context from previous sessions will automatically appear in new sessions.
Note: Claude-Mem is also published on npm, but
npm install -g claude-meminstalls the SDK/library only — it does not register the plugin hooks or set up the worker service. To use Claude-Mem as a plugin, always install via the/plugincommands above.
Install claude-mem as a persistent memory plugin on OpenClaw gateways with a single command:
curl -fsSL https://install.cmem.ai/openclaw.sh | bash
The installer handles dependencies, plugin setup, AI provider configuration, worker startup, and optional real-time observation feeds to Telegram, Discord, Slack, and more. See the OpenClaw Integration Guide for details.
Key Features:
<private> tags to exclude sensitive content from storage📚 View Full Documentation - Browse on official website
Core Components:
See Architecture Overview for details.
Claude-Mem provides intelligent memory search through 5 MCP tools following a token-efficient 3-layer workflow pattern:
The 3-Layer Workflow:
search - Get compact index with IDs (~50-100 tokens/result)timeline - Get chronological context around interesting resultsget_observations - Fetch full details ONLY for filtered IDs (~500-1,000 tokens/result)How It Works:
search to get an index of resultstimeline to see what was happening around specific observationsget_observations to fetch full details for relevant IDssave_memory to manually store important informationAvailable MCP Tools:
search - Search memory index with full-text queries, filters by type/date/projecttimeline - Get chronological context around a specific observation or queryget_observations - Fetch full observation details by IDs (always batch multiple IDs)save_memory - Manually save a memory/observation for semantic search__IMPORTANT - Workflow documentation (always visible to Claude)Example Usage:
// Step 1: Search for index
search(query="authentication bug", type="bugfix", limit=10)
// Step 2: Review index, identify relevant IDs (e.g., #123, #456)
// Step 3: Fetch full details
get_observations(ids=[123, 456])
// Save important information manually
save_memory(text="API requires auth header X-API-Key", title="API Auth")
See Search Tools Guide for detailed examples.
Claude-Mem offers a beta channel with experimental features like Endless Mode (biomimetic memory architecture for extended sessions). Switch between stable and beta versions from the web viewer UI at http://localhost:37777 → Settings.
See Beta Features Documentation for details on Endless Mode and how to try it.
If you see an error like:
npm : The term 'npm' is not recognized as the name of a cmdlet
Make sure Node.js and npm are installed and added to your PATH. Download the latest Node.js installer from https://nodejs.org and restart your terminal after installation.
Settings are managed in ~/.claude-mem/settings.json (auto-created with defaults on first run). Configure AI model, worker port, data directory, log level, and context injection settings.
See the Configuration Guide for all available settings and examples.
See the Development Guide for build instructions, testing, and contribution workflow.
If experiencing issues, describe the problem to Claude and the troubleshoot skill will automatically diagnose and provide fixes.
See the Troubleshooting Guide for common issues and solutions.
Create comprehensive bug reports with the automated generator:
cd ~/.claude/plugins/marketplaces/thedotmack
npm run bug-report
Contributions are welcome! Please:
See Development Guide for contribution workflow.
This project is licensed under the GNU Affero General Public License v3.0 (AGPL-3.0).
Copyright (C) 2025 Alex Newman (@thedotmack). All rights reserved.
See the LICENSE file for full details.
What This Means:
Note on Ragtime: The ragtime/ directory is licensed separately under the PolyForm Noncommercial License 1.0.0. See ragtime/LICENSE for details.
Built with Claude Agent SDK | Powered by Claude Code | Made with TypeScript
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: high_risk
Guardrails
Operational confidence: medium
curl -s "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/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
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": "ready",
"authModes": [
"mcp",
"api_key"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [
"high_risk"
],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/thedotmack/claude-mem#input",
"outputSchemaRef": "https://github.com/thedotmack/claude-mem#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:46:44.818Z",
"sourceUpdatedAt": "2026-02-24T19:46:44.818Z",
"freshnessSeconds": 4441486
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T05:31:31.164Z"
}
},
"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": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude-code",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude-agent-sdk",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "plugin",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "memory",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "compression",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "knowledge-graph",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "transcript",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "typescript",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "nodejs",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract capability:claude|supported|profile capability:claude-code|supported|profile capability:claude-agent-sdk|supported|profile capability:mcp|supported|profile capability:plugin|supported|profile capability:memory|supported|profile capability:compression|supported|profile capability:knowledge-graph|supported|profile capability:transcript|supported|profile capability:typescript|supported|profile capability:nodejs|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.818Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key",
"href": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.818Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/thedotmack/claude-mem#input",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:46:44.818Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Thedotmack",
"href": "https://github.com/thedotmack/claude-mem#readme",
"sourceUrl": "https://github.com/thedotmack/claude-mem#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "30.1K GitHub stars",
"href": "https://github.com/thedotmack/claude-mem",
"sourceUrl": "https://github.com/thedotmack/claude-mem",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-thedotmack-claude-mem/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to claude-mem and adjacent AI workflows.