Data and AI MCP servers

1,321 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 128model-context-protocol 101LLM 96ai-tools 27cli 27embeddings 22local-first 22agentic-ai 19knowledge-graph 19claude-desktop 15fastmcp 15gemini 15knowledge-base 15agents 14

md-vision

362

japlete/md-vision-mcp

MCP server Claude CodeCodexCursor +2

Read markdown with inlined images and index headings for agentic RAG workflows. Runs locally from the md-vision npm package.

not rated 1 2mo ago A tokens not measured original MIT

mcp

363

index9-org/mcp

MCP server Claude CodeCodexCursor +2

Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor. Runs locally from the @index9/mcp npm package. Needs 1 environment variable to run.

not rated 1 3mo ago A tokens not measured archived

llm-provider-mcp

364

manishiitg/llm-provider-mcp

MCP server Claude CodeCodexCursor +2

MCP server "llm-provider-mcp" as configured in manishiitg/llm-provider-mcp. Launched with https://github.com/manishiitg/llm-provider-mcp/releases/download/v0.7.3/llm-prov.

not rated 1 yesterday A tokens not measured original MIT

fabric-mcp

365

mpzarde/fabric-mcp

MCP server Claude CodeCodexCursor +2

MCP server for Fabric AI patterns. Runs locally from the @angrydad67/fabric-mcp-server npm package. Needs 2 environment variables to run.

not rated 1 6mo ago A tokens not measured original MIT

mcp-server

366

mixpeek/mcp-server

MCP server Claude CodeCodexCursor +2

Give your agent eyes. Search video, images, and audio via the Mixpeek multimodal retrieval API. Runs locally from the @mixpeek/mcp npm package. Needs 3 environment variables to run.

not rated 1 4mo ago A tokens not measured original MIT

opengate-mcp

367

nickjlamb/opengate

MCP server Claude CodeCodexCursor +2

Check whether an AI answer is grounded in its context — deterministic, no LLM judge. Runs locally from the @pharmatools/opengate-mcp npm package.

not rated 1 3d ago A tokens not measured original MIT

aiglare

368

nugehs/aiglare

MCP server Claude CodeCodexCursor +2

Audit AI/LLM features for governance guardrails: confidence, fallback, validation, human-in-loop. Runs locally from the @nugehs/aiglare npm package.

not rated 1 2mo ago A tokens not measured original MIT

neurarch-mcp

369

neurarch-ai/neurarch-mcp

MCP server Claude CodeCodexCursor +2

Gives AI agents structural awareness of a neural network via a typed Neurarch model graph. Runs locally from the neurarch-mcp npm package.

not rated 1 yesterday A tokens not measured original MIT

visiongemma

370

q1023884985/visiongemma

MCP server Claude CodeCodexCursor +2

Local AI vision MCP server for Windows: OCR (Chinese & English), chart analysis, scene description, object recognition. 100% offline — images never leave your machine. Runs locally from the visiongemma-mcp Python package.

not rated 1 15d ago A tokens not measured

mcp-yolo

371

rjn32s/mcp-yolo

MCP server Claude CodeCodexCursor +2

MCP server for YOLOE zero-shot object detection and segmentation. Runs locally from the mcp-yolo Python package.

not rated 1 6mo ago A tokens not measured

prompyai

372

samouh-waleed/PrompyAI

MCP server Claude CodeCodexCursor +2

Scores your prompts against your real codebase — context-aware prompt intelligence. Runs locally from the prompyai-mcp npm package. Needs 1 environment variable to run.

not rated 1 5mo ago A tokens not measured original MIT

promptlint-mcp

373

sean-sunagaku/promptlint-mcp

MCP server Claude CodeCodexCursor +2

Static linter for AI prompts: contradictions, redundancy, ambiguity, and fluff. Runs locally from the promptlint-mcp npm package.

not rated 1 4mo ago A tokens not measured original MIT

tableau-graphql-mcp

374

tdries/tableau-graphQL-mcp

MCP server Claude CodeCodexCursor +2

Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API (GraphQL). Runs locally from the tableau-graphql-mcp Python package. Needs 4 environment variables to run.

not rated 1 1mo ago A tokens not measured original MIT

aicost-cli

375

ufhouck/aicost

MCP server Claude CodeCodexCursor +2

Terminal-based AI API Cost Calculator, Converter & Recommender. Compare providers, convert currencies, and get model recommendations. Runs locally from the aicost-cli Python package.

not rated 1 yesterday A tokens not measured original MIT

mcp-openrouter

376

tsilva/mcp-openrouter

MCP server Claude CodeCodexCursor +2

MCP server providing access to 300+ AI models via OpenRouter. Runs locally from the mcp-openrouter Python package. Needs 6 environment variables to run.

not rated 1 24d ago A tokens not measured original MIT

mlflow

377

us-all/mlflow-mcp-server

MCP server Claude CodeCodexCursor +2

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3). Runs locally from the @us-all/mlflow-mcp npm package. Needs 8 environment variables to run.

not rated 1 1mo ago A tokens not measured original MIT

xplainable-mcp-server

378

xplainable/xplainable-mcp-server

MCP server Claude CodeCodexCursor +2

Train, explain, optimise and deploy transparent glass-box ML models via workflow tools. Remote server at mcp.xplainable.io.

not rated 1 3d ago A tokens not measured original MIT

mcp-server

379

cenogram/mcp-server

MCP server Claude CodeCodexCursor +2

Polish real estate for AI: 8M+ deed transaction prices (RCN) + per-parcel context by cadastral ID. Runs locally from the @cenogram/mcp-server npm package. Needs 1 environment variable to run.

not rated 1 1mo ago A tokens not measured original MIT

jiarongli517021911144/hybrid-rag-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "modular-rag-mcp-server" as configured in jiarongli517021911144/hybrid-rag-mcp-server. Runs locally from the modular-rag-mcp-server Python package.

not rated 1 5mo ago A tokens not measured

langfuse

381

hugoles/langfuse-mcp

MCP server Claude CodeCodexCursor +2

MCP server that exposes the Langfuse REST API as tools — query traces, observations, sessions, scores, prompts, datasets, and metrics from any MCP client. Runs locally from the langfuse-mcp npm package. Needs 3 environment variables to run.

not rated 1 2mo ago A tokens not measured original MIT

mcp-hydrocoder-vision

382

hydroCoderClaud/mcp-hydrocoder-vision

MCP server Claude CodeCodexCursor +2

Vision MCP Server for Claude Code - Qwen3 VL 4B integration. Runs locally from the mcp-hydrocoder-vision npm package.

not rated 1 5mo ago A tokens not measured original MIT

or-info

383

jmtrs/or-info

MCP server Claude CodeCodexCursor +2

CLI + MCP server for OpenRouter models: prices, benchmarks, context and comparisons. Runs locally from the @aggc/or-info npm package.

not rated 1 2mo ago A tokens not measured original MIT

machhakiran/kavi-research-assistant-mcp

MCP server Claude CodeCodexCursor +2

A Model Context Protocol server for research assistance with ChromaDB vector storage by kavi.ai. Runs locally from the kavi-research-assistant-mcp Python package.

not rated 1 8mo ago A tokens not measured original MIT