jwadow/mcp-excelConnectors
MCP server for AI agents to analyze Excel spreadsheets through atomic operations. Like SQL for Excel. Fast, accurate, and efficient. No context overflow.
46
livetennisapi/livetennisapi-mcpConnectors
MCP server for the Live Tennis API — give Claude, Cursor and other LLM agents real-time tennis scores, odds and model win-probability
158
ravikiranvm/
aws-finops-mcp-server
ravikiranvm/aws-finops-mcp-serverConnectors
An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights using natural language, all while keeping your credentials secure on your local machine.
183
mordechaipotash/
brain-mcp
mordechaipotash/brain-mcpConnectors
Local-first AI memory MCP server — query your ChatGPT, Claude Code, Cursor & Codex history from any LLM. DuckDB+parquet.
71
vitali87/
code-graph-rag
vitali87/code-graph-ragConnectors
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
5.1k
tirth8205/
code-review-graph
tirth8205/code-review-graphConnectors
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
31k
jgravelle/
jdatamunch-mcp
jgravelle/jdatamunch-mcpConnectors
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
81
Kaelio/
ktx
Kaelio/ktxConnectors
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company
1.6k
DeusData/codebase-memory-mcpConnectors
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
43k
syncable-dev/memtrace-publicConnectors
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
469
nikolai-vysotskyi/
trace-mcp
nikolai-vysotskyi/trace-mcpConnectors
Framework-aware code intelligence MCP server for Claude Code and Codex — 70.5% fewer input tokens to review a pull request, median over 60 merged PRs in repos we don't own, comprehension at parity. 81 languages, 87 frameworks. Your code and index never leave the machine; an anonymous usage ping is on by default and opt-out.
176