Graphlit MCP Server

MCP server that connects to the Graphlit Platform to provide a searchable, RAG-ready knowledge base. Ingests data from 18+ platforms (Slack, Discord, Google Drive, Jira, GitHub, Outlook, Notion, etc.), auto-extracts documents to Markdown, transcribes audio/video, and exposes search, retrieval, web crawling, structured extraction, and content generation as MCP tools.

Evaluated Mar 06, 2026 (0d ago) vunknown
Homepage ↗ Repo ↗ Other graphlit mcp rag knowledge-base slack discord github jira google-drive outlook notion typescript npm
⚙ Agent Friendliness
72
/ 100
Can an agent use this?
🔒 Security
80
/ 100
Is it safe for agents?
⚡ Reliability
70
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
75
Documentation
70
Error Messages
50
Auth Simplicity
75
Rate Limits
68

🔒 Security

TLS Enforcement
95
Auth Strength
78
Scope Granularity
72
Dep. Hygiene
80
Secret Handling
75

Content processing/RAG platform MCP. JWT auth. Ingested content may include sensitive documents. Encryption at rest for content store. Project-scoped access.

⚡ Reliability

Uptime/SLA
72
Version Stability
72
Breaking Changes
68
Error Recovery
70
AF Security Reliability

Best When

You need a unified knowledge base spanning many SaaS platforms (Slack, Jira, GitHub, etc.) accessible via MCP, and are willing to use the Graphlit cloud platform.

Avoid When

You need fully self-hosted or local-only RAG, want to avoid vendor lock-in to Graphlit Platform, or have strict data residency requirements.

Use Cases

  • • Unified knowledge base across Slack, GitHub, Jira, and Google Drive
  • • RAG-powered Q&A over ingested documents and messages
  • • Web crawling and search integrated into AI assistant workflows
  • • Audio/video transcription and searchable indexing
  • • Structured JSON extraction from unstructured text

Not For

  • • Self-hosted or fully local deployments - requires Graphlit Platform
  • • Free usage beyond trial - requires Graphlit subscription
  • • Simple file search without needing platform integrations
  • • Privacy-sensitive environments that cannot use cloud services

Interface

REST API
No
GraphQL
No
gRPC
No
MCP Server
Yes ↗
SDK
No
Webhooks
Yes

Authentication

Methods: jwt api_key
OAuth: No Scopes: No

Requires GRAPHLIT_ORGANIZATION_ID, GRAPHLIT_ENVIRONMENT_ID, and GRAPHLIT_JWT_SECRET from Graphlit Platform dashboard. Additional API keys needed for individual connectors (Slack, Discord, GitHub, etc.).

Pricing

Model: freemium
Free tier: Yes
Requires CC: No

MCP server is MIT licensed open source. Requires Graphlit Platform account which has its own pricing.

Agent Metadata

Pagination
unknown
Idempotent
Unknown
Retry Guidance
Not documented

Known Gotchas

  • ⚠ Requires Graphlit Platform signup and three environment variables
  • ⚠ Each connector (Slack, GitHub, etc.) needs its own API credentials
  • ⚠ Windows users need explicit cmd.exe npx invocation
  • ⚠ Cloud-dependent - no local/offline mode
  • ⚠ 373 stars - moderate community

Alternatives

{'name': 'haiku-rag', 'note': 'Local-first RAG with LanceDB, no cloud platform dependency'} {'name': 'Qdrant MCP', 'note': 'Vector search MCP without the multi-platform ingestion'} {'name': 'Firecrawl', 'note': 'Web crawling focused, without the knowledge base features'}

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Graphlit MCP Server.

$99
API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-03-06.

5178
Packages Evaluated
26151
Need Evaluation
173
Need Re-evaluation
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