contextplus

Name: contextplus
Author: forloopcodes

byforloopcodes· 1 MCP server

Installs

691

Stars

2.0k

Forks

165

How to install contextplus?

forloopcodes/contextplus

$git clone https://github.com/forloopcodes/contextplus

Installs into the current project.

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Install & use

Install contextplus by running `git clone https://github.com/forloopcodes/contextplus`, then use it for the current task and follow its documentation at https://github.com/forloopcodes/contextplus.

Files · 1

View on GitHub

README.md

1	# Context+
2
3	Semantic Intelligence for Large-Scale Engineering.
4
5	Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
6
7	https://github.com/user-attachments/assets/a97a451f-c9b4-468d-b036-15b65fc13e79
8
9	## Tools
10
11	### Discovery
12
13	\| Tool \| Description \|
14	\| ---------------------------- \| ---------------------------------------------------------------------------------------------------------------------------------------------------------------- \|
15	\| `get_context_tree` \| Structural AST tree of a project with file headers and symbol ranges (line numbers for functions/classes/methods). Dynamic pruning shrinks output automatically. \|
16	\| `get_file_skeleton` \| Function signatures, class methods, and type definitions with line ranges, without reading full bodies. Shows the API surface. \|
17	\| `semantic_code_search` \| Search by meaning, not exact text. Uses embeddings over file headers/symbols and returns matched symbol definition lines. \|
18	\| `semantic_identifier_search` \| Identifier-level semantic retrieval for functions/classes/variables with ranked call sites and line numbers. \|
19	\| `semantic_navigate` \| Browse codebase by meaning using spectral clustering. Groups semantically related files into labeled clusters. \|
20
21	### Analysis
22
23	\| Tool \| Description \|
24	\| --------------------- \| ----------------------------------------------------------------------------------------------------------------------------- \|
25	\| `get_blast_radius` \| Trace every file and line where a symbol is imported or used. Prevents orphaned references. \|
26	\| `run_static_analysis` \| Run native linters and compilers to find unused variables, dead code, and type errors. Supports TypeScript, Python, Rust, Go. \|
27
28	### Code Ops
29
30	\| Tool \| Description \|
31	\| ----------------- \| ------------------------------------------------------------------------------------------------------------------------ \|
32	\| `propose_commit` \| The only way to write code. Validates against strict rules before saving. Creates a shadow restore point before writing. \|
33	\| `get_feature_hub` \| Obsidian-style feature hub navigator. Hubs are `.md` files with `[[wikilinks]]` that map features to code files. \|
34
35	### Version Control
36
37	\| Tool \| Description \|
38	\| --------------------- \| ---------------------------------------------------------------------------------------------------------- \|
39	\| `list_restore_points` \| List all shadow restore points created by `propose_commit`. Each captures file state before AI changes. \|
40	\| `undo_change` \| Restore files to their state before a specific AI change. Uses shadow restore points. Does not affect git. \|
41
42	### Memory & RAG
43
44	\| Tool \| Description \|
45	\| ------------------------- \| -------------------------------------------------------------------------------------------------------- \|
46	\| `upsert_memory_node` \| Create or update a memory node (concept, file, symbol, note) with auto-generated embeddings. \|

6 picks

Type

contextplus

byforloopcodes· 1 MCP server

Installs

691

Stars

2.0k

Forks

165

How to install contextplus?

forloopcodes/contextplus

$git clone https://github.com/forloopcodes/contextplus

Installs into the current project.

›Prefer a prompt? Paste this to your agent

Install & use

Install contextplus by running `git clone https://github.com/forloopcodes/contextplus`, then use it for the current task and follow its documentation at https://github.com/forloopcodes/contextplus.

Files · 1

View on GitHub

README.md

1	# Context+
2
3	Semantic Intelligence for Large-Scale Engineering.
4
5	Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.
6
7	https://github.com/user-attachments/assets/a97a451f-c9b4-468d-b036-15b65fc13e79
8
9	## Tools
10
11	### Discovery
12
13	\| Tool \| Description \|
14	\| ---------------------------- \| ---------------------------------------------------------------------------------------------------------------------------------------------------------------- \|
15	\| `get_context_tree` \| Structural AST tree of a project with file headers and symbol ranges (line numbers for functions/classes/methods). Dynamic pruning shrinks output automatically. \|
16	\| `get_file_skeleton` \| Function signatures, class methods, and type definitions with line ranges, without reading full bodies. Shows the API surface. \|
17	\| `semantic_code_search` \| Search by meaning, not exact text. Uses embeddings over file headers/symbols and returns matched symbol definition lines. \|
18	\| `semantic_identifier_search` \| Identifier-level semantic retrieval for functions/classes/variables with ranked call sites and line numbers. \|
19	\| `semantic_navigate` \| Browse codebase by meaning using spectral clustering. Groups semantically related files into labeled clusters. \|
20
21	### Analysis
22
23	\| Tool \| Description \|
24	\| --------------------- \| ----------------------------------------------------------------------------------------------------------------------------- \|
25	\| `get_blast_radius` \| Trace every file and line where a symbol is imported or used. Prevents orphaned references. \|
26	\| `run_static_analysis` \| Run native linters and compilers to find unused variables, dead code, and type errors. Supports TypeScript, Python, Rust, Go. \|
27
28	### Code Ops
29
30	\| Tool \| Description \|
31	\| ----------------- \| ------------------------------------------------------------------------------------------------------------------------ \|
32	\| `propose_commit` \| The only way to write code. Validates against strict rules before saving. Creates a shadow restore point before writing. \|
33	\| `get_feature_hub` \| Obsidian-style feature hub navigator. Hubs are `.md` files with `[[wikilinks]]` that map features to code files. \|
34
35	### Version Control
36
37	\| Tool \| Description \|
38	\| --------------------- \| ---------------------------------------------------------------------------------------------------------- \|
39	\| `list_restore_points` \| List all shadow restore points created by `propose_commit`. Each captures file state before AI changes. \|
40	\| `undo_change` \| Restore files to their state before a specific AI change. Uses shadow restore points. Does not affect git. \|
41
42	### Memory & RAG
43
44	\| Tool \| Description \|
45	\| ------------------------- \| -------------------------------------------------------------------------------------------------------- \|
46	\| `upsert_memory_node` \| Create or update a memory node (concept, file, symbol, note) with auto-generated embeddings. \|

6 picks

Type

contextplus

How to install contextplus?

Related

contextplus

How to install contextplus?

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