fathom-mcp-server
★ 16
vs
semble
★ 4.5k
fathom-mcp-server vs semble
fathom-mcp-server: Fathom MCP Server allows Claude to interact with Fathom meetings, transcripts, and summaries. It provides tools like list_meetings, get_transcript, get_summary, etc. The server uses a pass-through architecture for security and encrypts OAuth tokens at rest.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.
01
TL;DR
Choose fathom-mcp-server if…List and filter meetings by date, team, or recorder
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
fathom-mcp-server01Connect Claude to Fathom meetings, transcripts, and AI summaries
02Provide multiple MCP tools (list_meetings, search_meetings, get_transcript, get_summary, list_teams, list_team_members)
03Pass-through architecture ensures no user data is stored or exposed
04Supports Claude Desktop (Streamable HTTP) and Perplexity Desktop (SSE)
05Self-hostable for custom deployments
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04
Use Cases
fathom-mcp-server↳List and filter meetings by date, team, or recorder
↳Retrieve full transcript or AI-generated summary for a recording
↳Search meetings by title, host name, or attendee information
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
05
Best For
fathom-mcp-serverTrendingAPI Integration
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between fathom-mcp-server and semble?
Both fathom-mcp-server and semble are in the Dev Tooling category. fathom-mcp-server has 16 stars, while semble has 4.5k stars.
Which is better, fathom-mcp-server or semble?
The best choice depends on your use case. Choose fathom-mcp-server if List and filter meetings by date, team, or recorder, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is fathom-mcp-server free or open source?
Yes, fathom-mcp-server is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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