Data and AI

14,252 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.

agentbits

1705

rwaldman/agentbits

MCP server Claude CodeCodexCursor +2

Machine-readable utilities and datasets for AI agents. Remote server at agentbits.dev.

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

zkshare

1706

sp0oby/zkShare

MCP server Claude CodeCodexCursor +2

ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context. Runs locally from the zkshare-mcp npm package. Needs 2 environment variables to run.

not rated 0 6mo ago A tokens not measured original MIT

hive-mcp-compute

1707

srotzin/hive-mcp-compute

MCP server Claude CodeCodexCursor +2

HiveCompute MCP Server — decentralized inference router for AI agents. Remote server at hive-mcp-gateway.onrender.com.

not rated 0 6mo ago A tokens not measured original MIT

mendrift-mcp

1708

suneel190700/Mendrift

MCP server Claude CodeCodexCursor +2

Autonomous MLOps incident response agent + an MCP server for drift detection and ML incident tooling. Runs locally from the mendrift-mcp Python package.

not rated 0 3mo ago A tokens not measured original MIT

garnet-mcp

1709

tarazou9/garnet-mcp

MCP server Claude CodeCodexCursor +2

MCP server "garnet-mcp" as configured in tarazou9/garnet-mcp. Launched with GarnetMcp.Server. Needs 6 environment variables to run.

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

telegraph

1710

telegraphprotocol/telegraph-mcp

MCP server Claude CodeCodexCursor +2

Decentralized AI inference (weather, deepfake detection, LLMs) with x402 USDC micropayments. Runs locally from the telegraph-protocol-mcp npm package. Needs 8 environment variables to run.

not rated 0 5d ago A tokens not measured original MIT

gigachat

1711

theYahia/gigachat-mcp

MCP server Claude CodeCodexCursor +2

MCP server for GigaChat — AI chat, embeddings, image generation (Russia). Runs locally from the @theyahia/gigachat-mcp npm package. Needs 1 environment variable to run.

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

mcp-server

1712

tickerbot/tickerbot-mcp

MCP server Claude CodeCodexCursor +2

The stock market, in SQL — scan, replay, or subscribe across 12k US tickers and top 100 cryptos. Runs locally from the @tickerbot/mcp-server npm package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured

llmtest-mcp

1713

tjacquesson/llmtest-mcp

MCP server Claude CodeCodexCursor +2

Benchmark AI models on real prompts. Find cheaper, faster alternatives across 340+ models. Runs locally from the llmtest-mcp npm package. Needs 1 environment variable to run.

not rated 0 5mo ago A tokens not measured original MIT

aipatterns-mcp-server

1714

uchit/aipatterns-mcp-server

MCP server Claude CodeCodexCursor +2

Search AU enterprise AI patterns, benchmarks, incidents, and regulatory changes. Runs locally from the aipatterns-mcp-server npm package.

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

voidfeed-mcp

1716

voidfeedai-ops/voidfeed-mcp

MCP server Claude CodeCodexCursor +2

Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search. Runs locally from the voidfeed-mcp npm package. Needs 2 environment variables to run.

not rated 0 5mo ago A tokens not measured

llm-oracle

1717

weiseer/llm-oracle

MCP server Claude CodeCodexCursor +2

Up-to-date LLM pricing + availability catalog with cited sources for AI agent routing. Runs locally from the @weiseer/llm-oracle-mcp npm package. Needs 2 environment variables to run.

not rated 0 5mo ago A tokens not measured

data-cleaner-agent

1718

wesseltl/data-cleaner-agent

MCP server Claude CodeCodexCursor +2

Clean messy CSVs with an agentic workflow: an LLM decides the steps, tested code does the work. Runs locally from the agentic-csv-cleaner Python package.

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

mcp

1719

scorecard-ai/scorecard-node

MCP server Claude CodeCodexCursor +2

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems. Runs locally from the scorecard-ai-mcp npm package. Needs 1 environment variable to run.

not rated 0 1mo ago A tokens not measured original Apache-2.0

whichmodel

1720

Which-Model/whichmodel-mcp

Plugin Claude Code

Bundles 1 MCP server

Cost-optimized LLM model recommendations for AI agents. Get real-time pricing across 100+ models and find the cheapest model for any task.

not rated 0 6mo ago A tokens not measured original MIT

Knuckles-Team/mattermost-mcp

Skill Claude CodeCodex

Natively ingest Mattermost into the epistemic-graph knowledge graph via the mattermost-mcp MCP server — push teams, channels and users as typed :Team/:Channel/:Person nodes, messages as :Document nodes, and file attachments as :MediaAsset blobs, in one ACID path. Use when the agent must make a Mattermost workspace…

not rated 0 changed 6d ago A 119 tokens original MIT

medgemma

1722

Tom-R-Main/medgemma-mcp

MCP server Claude CodeCodexCursor +2

MCP server "medgemma" as configured in Tom-R-Main/medgemma-mcp. Launched with medgemma-mcp. Needs 1 environment variable to run.

not rated 0 3mo ago A tokens not measured original Apache-2.0 archived

json-promptor-mcp

1723

ahopo/json-promptor-mcp

MCP server Claude CodeCodexCursor +2

MCP server "json-promptor-mcp" as configured in ahopo/json-promptor-mcp. Runs locally from the @ahopo/json-promptor-mcp npm package.

not rated 0 6mo ago A tokens not measured

qdrant-mcp

1724

msstnk/qdrant-mcp

MCP server Claude CodeCodexCursor +2

Qdrant MCP server with configurable embedding providers. Runs locally from the qdrant-mcp Python package.

not rated 0 6mo ago A tokens not measured copy · 100% Apache-2.0

sage-mcp

1725

ltaysh0/sage-mcp

Skill Claude CodeCodex

Hybrid semantic search (dense vectors + BM25) over local markdown/code knowledge bases. Indexes files into Qdrant via LlamaIndex. Exposed as a CLI (sage) and an MCP server (sage-mcp-mcp). Agents inside an MCP-capable host should prefer MCP tools — shared persistent connection, no subprocess overhead, no Qdrant…

not rated 0 6mo ago A 0 tokens

code-context-mcp

1726

nachogeinfor-ops/code-context

MCP server Claude CodeCodexCursor +2

MCP server with local RAG for Claude Code repo context. Runs locally from the code-context-mcp Python package.

not rated 0 5mo ago A tokens not measured original MIT

localthink-mcp

1727

H3xabah/Localthink-MCP

MCP server Claude CodeCodexCursor +2

Local Ollama-backed MCP server — 45 tools, smart buffer, execution filters, persistent scratchpad, settings GUI. Runs locally from the localthink-mcp Python package.

not rated 0 6mo ago A tokens not measured original MIT

siscale/arcanna-mcp-input-server

MCP server Claude CodeCodexCursor +2

The Arcanna MCP Input server allows user to send data and feedback to AI use cases through the Model Context Protocol (MCP). Runs locally from the arcanna-mcp-input-server Python package.

not rated 0 1y ago A tokens not measured original Apache-2.0

At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: