vector search mcp servers

obsidian-hybrid-search

01

MCP server Claude CodeCodexCursor +2

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval. Runs locally from the obsidian-hybrid-search npm package. Needs 10 environment variables to run.

101 8d ago A tokens not measured original MIT

pond

02

tenequm/pond

MCP server Claude CodeCodexCursor +2

MCP server "pond" as configured in tenequm/pond. Launched with pond-db.

57 2d ago A tokens not measured original Apache-2.0

nexo

03

wazionapps/nexo

MCP server Claude CodeCodexCursor +2

MCP server "nexo" as configured in wazionapps/nexo. Runs ${CLAUDE_PLUGIN_ROOT}/src/server.py with ${CLAUDE_PLUGIN_DATA}/.venv/bin/python3. Needs 2 environment variables to run.

27 1mo ago A tokens not measured archived

skalex

04

TarekRaafat/skalex

MCP server Claude CodeCodexCursor +2

MCP server "skalex" as configured in TarekRaafat/skalex. Runs /absolute/path/to/examples/mcp-agent-server/index.js with node. Needs 1 environment variable to run.

20 2mo ago A tokens not measured original Apache-2.0

context7

05

SylphxAI/coderag

MCP server Claude CodeCodexCursor +2

Context7's hosted MCP server: up-to-date library documentation and code examples on demand. Remote server at mcp.context7.com.

12 6d ago A tokens not measured copy · 80% MIT

coderag

06

SylphxAI/coderag

MCP server Claude CodeCodexCursor +2

Locus — local-first hybrid code search MCP (transitional id @sylphx/coderag-mcp; brand @sylphx/locus). Runs locally from the @sylphx/coderag-mcp npm package. Needs 3 environment variables to run.

12 6d ago A tokens not measured original MIT

zvec-mcp-server

07

zvec-ai/zvec-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for Zvec vector database. Runs locally from the zvec-mcp-server Python package.

7 4mo ago A tokens not measured original Apache-2.0

mcp-server

08

memo-fs/memofs

MCP server Claude CodeCodexCursor +2

Persistent memory and virtual filesystem MCP server for AI agents. Runs locally from the @memofs/mcp-server npm package. Needs 2 environment variables to run.

6 yesterday A tokens not measured original MIT

ghcp-cli-vector-memory-mcp

09

BrainSlugs83/GithubCopilotCLI-VectorMemoryMCP

MCP server Claude CodeCodexCursor

MCP server that gives GitHub Copilot CLI persistent long-term memory via local semantic vector search. Install: npx -y ghcp-cli-vector-memory-mcp. Runs locally from the ghcp-cli-vector-memory-mcp npm package.

1 2mo ago A tokens not measured original MIT

mcp-docs-ask

10

alyiox/mcp-docs-ask

MCP server Claude CodeCodexCursor

MCP server for local retrieval over markdown documentation. Runs locally from the mcp-docs-ask Python package.

0 13d ago A tokens not measured original MIT

rag-mcp

11

jaimenbell/rag-mcp

MCP server Claude CodeCodexCursor

Minimal, honest RAG-over-a-corpus MCP retrieval tool: searchknowledge(query, k) -> cited chunks. Local embeddings + embedded vector store. Auth-scoped, fail-soft, version-pinned. Runs locally from the jaimenbell-rag-mcp Python package.

0 10d ago A tokens not measured original MIT

fayna-rag-mcp

12

fayna-digital/fayna-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server "fayna-rag-mcp" as configured in fayna-digital/fayna-rag-mcp. Runs locally from the fayna-rag-mcp Python package.

0 3d ago A tokens not measured original MIT

aide-mcp-server

13

NetApp/aide-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server for NetApp AI Data Engine. Runs locally from the netapp-aide-mcp Python package.

0 3mo ago A tokens not measured original BSD-3-Clause