Data and AI

13,736 mods in this category, of every kind an agent can take. Each one carries what it costs per session, what the scan found, and whether it is the original.

vision4nx-kb-mcp

2161

inteliScience/Vision4NX-Knowledge-Connector

MCP server Claude CodeCodexCursor +2

MCP server "vision4nx-kb-mcp" as configured in inteliScience/Vision4NX-Knowledge-Connector. Runs locally from the vision4nx-kb-mcp Python package.

not rated 0 16d ago A tokens not measured original Apache-2.0

ollama-mcp

2163

shenmali/ollama-mcp-subagent

MCP server Claude CodeCodexCursor +2

MCP server for Ollama - exposes all Ollama SDK functionality through MCP tools. Runs locally from the ollama-mcp npm package.

not rated 0 1mo ago A tokens not measured

modelmix

2164

StarShipI/modelmix

Skill Claude Code

Multi-model LLM comparison tool. Compare how different AI models handle the same task, get quality scores, and identify the best model. Use when comparing model outputs for translation, coding, writing, or analysis tasks. Use when the user asks to "compare models", "which model is better for X", or "test different…

not rated 0 1mo ago A 74 tokens

vault-rag-mcp

2165

rickquant/vault-rag-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 0 1mo ago A tokens not measured original MIT

estelle

2166

uqeu/estelle-cli

Plugin Claude Code

Bundles 25 skills, 4 agents, 9 hooks, 1 MCP server · 1,266 tokens together

Estelle — code memory + the grounding gate, always on. The trust layer under your AI coding agents: it grounds every model in your real codebase and refuses to ship what isn't true.

not rated 0 changed yesterday A tokens not measured original Apache-2.0

ai-rete-rag-mcp

2167

zaharajabeen13-create/ai-rete-rag-mcp

MCP server Claude CodeCodexCursor +2

MCP server for ai·rete·rag — deterministic rule-based decisions with RAG-powered explanations. Runs locally from the ai-rete-rag-mcp Python package. Needs 2 environment variables to run.

not rated 0 21d ago A tokens not measured original MIT

pydanticcontract-mcp

2168

clauxel/pydantic-contract-mcp

MCP server Claude CodeCodexCursor +2

A paid remote MCP for Pydantic AI structured output, built to return verdicts, receipts, usage logs. Remote server at pydanticcontract.clauxel.com.

not rated 0 3mo ago A tokens not measured

aep

2169

Focus-GTS/aep-mcp-server

MCP server Claude CodeCodexCursor +2

Full-CRUD Adobe Experience Platform server: 48 tools for schemas, ingestion, profiles, audiences. Runs locally from the @focusgts/aep-mcp-server npm package. Needs 6 environment variables to run.

not rated 0 14d ago A tokens not measured original Apache-2.0

mcp-perception

2170

GNS-Foundation/geiant

MCP server Claude CodeCodexCursor +2

One of 2 in server.json

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance. Remote server at packagesmcp-perception-production.up.railway.app.

not rated 0 8d ago A tokens not measured

token-oracle

2171

VictoryInTech/TokenOracle-MCP

MCP server Claude CodeCodexCursor +2

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing. Runs locally from the token-oracle-mcp npm package. Needs 3 environment variables to run.

not rated 0 5mo ago A tokens not measured

ai-gateway-mcp

2172

CSOAI-ORG/ai-gateway-mcp

MCP server Claude CodeCodexCursor +2

Ai Gateway tools for AI agents. Capabilities: route request, list models, cost estimator. Built by MEOK AI Labs. Runs locally from the ai-gateway-mcp Python package.

not rated 0 9d ago A tokens not measured original MIT

data-science-ai-mcp

2173

CSOAI-ORG/data-science-ai-mcp

MCP server Claude CodeCodexCursor +2

Data Science Ai tools for AI agents. Capabilities: feature importance, model comparison, dataset profiler. Built by MEOK AI Labs. Runs locally from the data-science-ai-mcp Python package.

not rated 0 9d ago A tokens not measured original MIT

openclaw-consensus-mcp

2174

MICONNM/openclaw-consensus-mcp

MCP server Claude CodeCodexCursor +2

MCP server for OpenClaw Consensus ??9-LLM consensus to fight hallucinations. Built by yanmiayn, 16yo Korean solo dev. Runs locally from the openclaw-consensus-mcp Python package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured original MIT

mhlabs_mcp_tools

2175

MusaddiqueHussainLabs/mhlabs_mcp_tools

MCP server Claude CodeCodexCursor +2

MCP tools package: text preprocessing, NLP components, and document analysis (STDIO FastMCP server). Runs locally from the mhlabs-mcp-tools Python package.

not rated 0 9mo ago A tokens not measured original MIT

aide-mcp-server

2176

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.

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

ai-pricing-hub

2177

OptimNow/ai-pricing-hub-mcp

MCP server Claude CodeCodexCursor +2

Compare LLM API pricing, estimate workload costs, and benchmark cloud compute. By OptimNow. Remote server at ai-pricing-hub-mcp-9604f763.alpic.live.

not rated 0 4d ago A tokens not measured original MIT

aidatataskrunner-mcp

2178

TradeSystemsNique/AiDataTaskRunerMcp

MCP server Claude CodeCodexCursor +2

MCP server for AiDataTaskRunner Panel (MT5) - Control AiDataTaskRuner Panel for data generation and ML model training via MCP. Runs locally from the aidatataskrunner-mcp Python package.

not rated 0 4mo ago A tokens not measured

llmgraph

2179

abahocodes/llmgraph-mcp-server

MCP server Claude CodeCodexCursor +2

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools. Runs locally from the @llmgraph/mcp-server npm package. Needs 2 environment variables to run.

not rated 0 2mo ago A tokens not measured original MIT

foundry-api

2180

angelus213/foundry-api-workflows

MCP server Claude CodeCodexCursor +2

Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis. Remote server at prodapi.live.

not rated 0 1mo ago A tokens not measured original MIT

jarvisclaw

2181

api-jarvisclaw/jarvisclaw-mcp

MCP server Claude CodeCodexCursor +2

320 AI models + 2,720 pay-per-call APIs. x402 USDC on Base or Solana, no API key. Runs locally from the jarvisclaw-mcp npm package.

not rated 0 16d ago A tokens not measured

gguf-mcp

2182

arose26/gguf-mcp

MCP server Claude CodeCodexCursor +2

Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only. Runs locally from the gguf-mcp npm package.

not rated 0 1mo ago A tokens not measured original MIT

arpeio-mcp

2183

arpe-io/arpeio-mcp

MCP server Claude CodeCodexCursor +2

Unified MCP server for Arpe.io data tools — FastBCP, FastTransfer, LakeXpress, MigratorXpress. Runs locally from the arpeio-mcp Python package. Needs 5 environment variables to run.

not rated 0 2mo ago A tokens not measured original MIT

mcp-cricket

2184

asaraog/mcp-cricket

MCP server Claude CodeCodexCursor +2

Live ball-by-ball cricket, prediction-market prices, and a win model fitted on 17,907 matches. Remote server at cricketfornoobs.com.

not rated 0 yesterday A tokens not measured original BSD-3-Clause