What is the best alternative to Shelfmark?

The top-rated alternatives to Shelfmark in the Knowledge & Memory category include Moxie Docs MCP, Codebase Memory Mcp, RAGScore. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Shelfmark alternatives differ in installation and runtime?

Shelfmark and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to Shelfmark free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare Shelfmark with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

What is the best alternative to Shelfmark?

The top-rated alternatives to Shelfmark in the Knowledge & Memory category include Moxie Docs MCP, Codebase Memory Mcp, RAGScore. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do Shelfmark alternatives differ in installation and runtime?

Shelfmark and its alternatives vary by runtime requirement (Node.js/npx, Python/uvx, Docker, or remote HTTP/SSE endpoints). Check the specification comparison table above to verify command requirements before installing.

Are alternatives to Shelfmark free and open source?

Most MCP servers listed on AllMCPs are open source tools under MIT or Apache licenses that you can self-host or run locally with Claude Desktop, Cursor, VS Code, or Windsurf.

How do I side-by-side compare Shelfmark with a specific alternative?

Click the "Compare side-by-side →" button on any alternative card to see an in-depth comparison matrix covering feature lists, stars, npm downloads, install configurations, and schema specifications.

Knowledge & Memory• MCP Alternatives Guide

Best Alternatives to Shelfmark

Looking for an alternative to Shelfmark? Whether you need a different runtime environment, custom authentication support, or alternative API integrations in the Knowledge & Memory ecosystem, we have cataloged and compared the top alternative MCP servers below.

Browse all Knowledge & Memory servers →View Shelfmark Specs →

Target Reference Server

Shelfmark Overview

Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG.

Specification Matrix: Shelfmark vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
S Shelfmark (Target)	npx	Free/None	Free	—	—	Current
Moxie Docs MCP	npx	API key	Freemium	2	25	Compare →
Codebase Memory Mcp	npx	No auth required	Free	38,510	1	Compare →
RAGScore	uvx	Free/None	Free	15	—	Compare →
Memora	npx	API key	Bring your own API key (usage-based cost)	633	—	Compare →
Synap Memory	uvx	Free/None	Free	60	—	Compare →
Mcp Server	Remote (SSE)	Free/None	Free	115	—	Compare →
Mcp Obsidian	npx	No auth required	Free	1,603	—	Compare →
A Agent Recall	npx	Free/None	Free	365	—	Compare →
M Mcp	Remote (SSE)	Free/None	Free	—	—	Compare →
E Epiphany	Remote (SSE)	Free/None	Free	1	—	Compare →
6DuckLearn MCP	npx	Free/None	Free	1	—	Compare →
D Dakera Mcp	npx	Free/None	Free	8	—	Compare →

Detailed Evaluation of Shelfmark Alternatives

Moxie Docs MCP

Runtime: npx

★ Featured

MCP server providing automated, context-aware documentation and code convention insights for GitHub repos.

Key Features:

Compact pre-edit repo context including conventions and gaps

Change impact analysis linking code paths to docs and conventions

Structured API endpoint context for touched code paths

17 25 2

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Codebase Memory Mcp

Runtime: npx

Local code intelligence engine indexing repos into a persistent knowledge graph with fast structural queries across 159 languages.

Key Features:

Indexes 159 languages using tree-sitter and Hybrid LSP

Supports 15 MCP tools including graph search, tracing, and impact analysis

Runs as a single static native binary with zero dependencies

6 1 38,510

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RAGScore

Runtime: uvx

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

0 0 15

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Memora

Runtime: npx

Persistent memory MCP server with knowledge graph, semantic search, cloud sync, and cross-session context management.

Key Features:

Persistent storage with SQLite or cloud sync (S3, R2, D1)

Hierarchical memory organization with sections and subsections

Semantic search using TF-IDF, sentence-transformers, and OpenAI embeddings

2 0 633

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Synap Memory

Runtime: uvx

Persistent memory for AI agents — log and recall conversation context over MCP.

0 0 60

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Mcp Server

Runtime: Remote (SSE)

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

0 0 115

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Mcp Obsidian

Runtime: npx

MCP server providing safe read/write access and comprehensive operations on Obsidian vault notes via MCP.

Key Features:

Safe YAML frontmatter parsing and AST-aware updates

File operations: read, write, patch, delete, move notes/files

Partial reads: get note outlines and specific line ranges

2 0 1,603

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Agent Recall

Runtime: npx

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

1 0 365

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Mcp

Runtime: Remote (SSE)

Connect AI agents to GlassFrog: roles, skills, notes, tensions, and governance.

0 0

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Epiphany

Runtime: Remote (SSE)

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.

0 0 1

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6DuckLearn MCP

Runtime: npx

Connect agents to 6DuckLearn memory, approvals, and runtime control.

0 0 1

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Dakera Mcp

Runtime: npx

Decay-weighted vector memory for AI agents — 83 MCP tools: store, recall, search, knowledge graphs.

0 0 8

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Best Alternatives to Shelfmark

Shelfmark Overview

Specification Matrix: Shelfmark vs Alternatives

Detailed Evaluation of Shelfmark Alternatives

Frequently Asked Questions: Shelfmark Alternatives