What is the best alternative to SPM Structured Project Memory?

The top-rated alternatives to SPM Structured Project Memory in the Knowledge & Memory category include Moxie Docs MCP, Locus, Synap Memory. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do SPM Structured Project Memory alternatives differ in installation and runtime?

SPM Structured Project Memory 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 SPM Structured Project Memory 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 SPM Structured Project Memory 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 SPM Structured Project Memory?

The top-rated alternatives to SPM Structured Project Memory in the Knowledge & Memory category include Moxie Docs MCP, Locus, Synap Memory. These servers offer complementary or alternative capabilities depending on your deployment stack and authentication requirements.

How do SPM Structured Project Memory alternatives differ in installation and runtime?

SPM Structured Project Memory 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 SPM Structured Project Memory 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 SPM Structured Project Memory 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 SPM Structured Project Memory

Looking for an alternative to SPM Structured Project Memory? 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 SPM Structured Project Memory Specs →

Target Reference Server

SPM Structured Project Memory Overview

Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.

Specification Matrix: SPM Structured Project Memory vs Alternatives

Server Name	Runtime	Auth	Pricing	GitHub Stars	Downloads	Action
S SPM Structured Project Memory (Target)	npx	Free/None	Free	—	—	Current
Moxie Docs MCP	npx	API key	Freemium	2	25	Compare →
L Locus	uvx	Free/None	Free	—	—	Compare →
Synap Memory	uvx	Free/None	Free	60	—	Compare →
Memora	npx	API key	Bring your own API key (usage-based cost)	633	—	Compare →
Mcp Server	Remote (SSE)	Free/None	Free	115	—	Compare →
A Agent Recall	npx	Free/None	Free	365	—	Compare →
Mcp Obsidian	npx	No auth required	Free	1,603	—	Compare →
M Mcp	Remote (SSE)	Free/None	Free	—	—	Compare →
6DuckLearn MCP	npx	Free/None	Free	1	—	Compare →
M Mcp	Remote (SSE)	Free/None	Free	—	—	Compare →
D Dakera Mcp	npx	Free/None	Free	8	—	Compare →
Codebase Memory Mcp	npx	No auth required	Free	38,451	1	Compare →

Detailed Evaluation of SPM Structured Project Memory 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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Locus

Runtime: uvx

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

0 0

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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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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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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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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 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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Mcp

Runtime: Remote (SSE)

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

0 0

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6DuckLearn MCP

Runtime: npx

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

0 0 1

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Mcp

Runtime: Remote (SSE)

AI-native project management + agent memory: tasks, sprints, risk, burnout, knowledge search.

1 0

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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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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 38,451

Compare side-by-side

Best Alternatives to SPM Structured Project Memory

SPM Structured Project Memory Overview

Specification Matrix: SPM Structured Project Memory vs Alternatives

Detailed Evaluation of SPM Structured Project Memory Alternatives

Frequently Asked Questions: SPM Structured Project Memory Alternatives