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Context Portal MCP (ConPort) Alternatives: 4 MCP Servers

Context Portal stores structured project memory for AI assistants in a workspace-specific SQLite database. It tracks decisions, progress, architecture, and custom context, with relationships and semantic search for retrieval.

Context Portal MCP (ConPort) alternatives compared

Context Portal MCP, also called ConPort, provides persistent project context for AI assistants and IDE tools. Instead of maintaining memory solely as text files, it stores structured records in a SQLite database for each workspace. The documented context includes decisions, progress, architectural patterns, product information, and custom data such as glossaries or specifications. Explicit links between records form a project knowledge graph. Vector storage and semantic search support retrieval-augmented workflows, while schema migrations are handled through Alembic. The main deployment mode uses standard input/output for integration with MCP-enabled development environments.

Ranked by shared tags × quality; ties: quality, non-monorepo stars, slug.

Context Portal MCP (ConPort) setup notes

  • Context Portal MCP (ConPort)'s stdio example needs a client that launches local processes.

Why switch from Context Portal MCP (ConPort)

1. Basic Memory

Context Portal MCP (ConPort) and Basic Memory have no exact tool-name overlap in their recorded lists. Basic Memory lists 7 names absent from Context Portal MCP (ConPort), including edit_note, fetch, schema_diff. Moving from Context Portal MCP (ConPort) to Basic Memory would also mean rechecking workflows using get_conport_schema, which appear only in Context Portal MCP (ConPort)'s list. Context Portal MCP (ConPort) and Basic Memory both list python / stdio. Context Portal MCP (ConPort) is listed under Apache-2.0, versus AGPL-3.0 for Basic Memory. Basic Memory's repository has 3,496 more stars than Context Portal MCP (ConPort) (4,263 versus 767). Last pushes: Context Portal MCP (ConPort) 2026-01-27; Basic Memory 2026-10-16.

Basic Memory overlaps Context Portal MCP (ConPort) on: knowledge-graph, semantic-search.

2. MCP Knowledge Graph

Context Portal MCP (ConPort) and MCP Knowledge Graph have no exact tool-name overlap in their recorded lists. MCP Knowledge Graph lists 10 names absent from Context Portal MCP (ConPort), including aim_memory_add_facts, aim_memory_forget, aim_memory_get. Moving from Context Portal MCP (ConPort) to MCP Knowledge Graph would also mean rechecking workflows using get_conport_schema, which appear only in Context Portal MCP (ConPort)'s list. Context Portal MCP (ConPort) records python; MCP Knowledge Graph records node. Context Portal MCP (ConPort) and MCP Knowledge Graph both list stdio. Context Portal MCP (ConPort) is listed under Apache-2.0, versus MIT for MCP Knowledge Graph. MCP Knowledge Graph's repository has 118 more stars than Context Portal MCP (ConPort) (885 versus 767). Last pushes: Context Portal MCP (ConPort) 2026-01-27; MCP Knowledge Graph 2026-05-29.

MCP Knowledge Graph overlaps Context Portal MCP (ConPort) on: knowledge-graph.

3. Grounded Docs MCP Server

Context Portal MCP (ConPort) and Grounded Docs MCP Server have no exact tool-name overlap in their recorded lists. Grounded Docs MCP Server lists 1 name absent from Context Portal MCP (ConPort), including scrape_docs. Moving from Context Portal MCP (ConPort) to Grounded Docs MCP Server would also mean rechecking workflows using get_conport_schema, which appear only in Context Portal MCP (ConPort)'s list. Context Portal MCP (ConPort) records python; Grounded Docs MCP Server records node. Context Portal MCP (ConPort) and Grounded Docs MCP Server both list stdio. Context Portal MCP (ConPort) is listed under Apache-2.0, versus MIT for Grounded Docs MCP Server. Grounded Docs MCP Server's repository has 1,047 more stars than Context Portal MCP (ConPort) (1,814 versus 767). Last pushes: Context Portal MCP (ConPort) 2026-01-27; Grounded Docs MCP Server 2026-10-18.

Grounded Docs MCP Server overlaps Context Portal MCP (ConPort) on: semantic-search.

4. mcp-local-rag

Context Portal MCP (ConPort) and mcp-local-rag both list python / stdio. Context Portal MCP (ConPort) is listed under Apache-2.0, versus MIT for mcp-local-rag. mcp-local-rag's repository has 633 fewer stars than Context Portal MCP (ConPort) (134 versus 767). Last pushes: Context Portal MCP (ConPort) 2026-01-27; mcp-local-rag 2026-08-31.

mcp-local-rag overlaps Context Portal MCP (ConPort) on: rag.