Data and AI MCP servers

1,324 tagged Data and AI, measured the same way as everything else here.

Browse within: mcp-server 129model-context-protocol 101LLM 96cli 28ai-tools 27embeddings 22local-first 21agentic-ai 19knowledge-graph 19gemini 16claude-desktop 15fastmcp 15agents 14knowledge-base 14

mcp-failure-lab

625

anilloutombam/mcp-failure-lab

MCP server Claude CodeCodexCursor +2

A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers. Runs locally from the mcp-failure-lab npm package.

not rated 0 today A tokens not measured original MIT

toon-parse-mcp

626

ankitpal181/toon-parse-mcp

MCP server Claude CodeCodexCursor +2

Token optimization MCP server that reduces LLM context by stripping code comments and converting data formats to TOON. Runs locally from the toon-parse-mcp Python package.

not rated 0 7mo ago A tokens not measured original MIT

apexapi-mcp

627

apexapi/apexapi-mcp

MCP server Claude CodeCodexCursor +2

Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one key. Runs locally from the apexapi-mcp npm package. Needs 1 environment variable to run.

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

fusionpact-vectordb

628

FusionpactTech/fusionpact-vectordb

MCP server Claude CodeCodexCursor +2

Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG. Runs locally from the fusionpact npm package. Needs 1 environment variable to run.

not rated 0 6mo ago A tokens not measured original Apache-2.0

bay-run

629

barneywohl/bay-run

MCP server Claude CodeCodexCursor +2

Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools. Remote server at run.huggingbay.xyz.

not rated 0 12d ago A tokens not measured

modelwatch

630

bch1212/modelwatch

MCP server Claude CodeCodexCursor +2

Continuous behavioral drift monitoring for LLM apps — catches silent provider model updates. Runs locally from the modelwatch-mcp npm package. Needs 2 environment variables to run.

not rated 0 2d ago A tokens not measured

gonka-mcp-server

631

bystray/gonka-mcp-server

MCP server Claude CodeCodexCursor +2

A second opinion for AI agents: one prompt across several live Gonka models + roles, one call. Remote server at mcp.gogonka.com.

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

dataiku

632

clssck/Dataiku_MCP

MCP server Claude CodeCodexCursor +2

MCP server "dataiku" as configured in clssck/DataikuMCP. Runs node_modules/tsx/dist/cli.mjs with node. Needs 3 environment variables to run.

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

gemini

633

crunchtools/mcp-gemini

MCP server Claude CodeCodexCursor +2

MCP server for Google Gemini AI - text, image, video, research, and more. Runs locally from the mcp-gemini-crunchtools Python package.

not rated 0 4d ago A tokens not measured AGPL-3.0

clean-markdown

634

damonwill78-a11y/clean-markdown-mcp

MCP server Claude CodeCodexCursor +2

Any URL to clean, LLM-ready Markdown for RAG. Strips ads, nav, and boilerplate. Runs locally from the clean-markdown-mcp npm package.

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

dbsectrainer/mcp-data-pipeline-connector

MCP server Claude CodeCodexCursor +2

Universal data connector for CSV, Postgres, and REST APIs via DuckDB. Runs locally from the mcp-data-pipeline-connector npm package. Needs 1 environment variable to run.

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

rag

637

fieldcure/fieldcure-mcp-rag

MCP server Claude CodeCodexCursor +2

MCP server "rag" as configured in fieldcure/fieldcure-mcp-rag. Launched with FieldCure.Mcp.Rag. Needs 5 environment variables to run.

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

offline-mcp

638

gabrielmahia/offline-mcp

MCP server Claude CodeCodexCursor +2

Local AI inference for Africa — Ollama, open weights, degraded-mode fallbacks. 6 tools. Runs locally from the offline-mcp Python package.

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

redline

639

gowtham0992/redline

MCP server Claude CodeCodexCursor +2

Generate eval suites from prompt logs and catch LLM regressions locally. Runs locally from the redline-ai Python package.

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

compactprompt

640

gtkcyber/compact_prompt

MCP server Claude CodeCodexCursor +2

Easy-to-use prompt & data compression for LLM workflows. Runs locally from the compactprompt Python package.

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

inflectiv-mcp-server

641

inflectiv/inflectiv-mcp-server

MCP server Claude CodeCodexCursor +2

Search, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence. Runs locally from the @inflectiv-ai/inflectiv-mcp npm package. Needs 3 environment variables to run.

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

mcp-server

642

infino-ai/infino-mcp

MCP server Claude CodeCodexCursor +2

Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents. Runs locally from the @infino-ai/mcp-server npm package. Needs 8 environment variables to run.

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

agentstack-mcp

643

inity13/agentstack-mcp

MCP server Claude CodeCodexCursor +2

Deterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools. Runs locally from the agentstack-mcp npm package.

not rated 0 28d ago A tokens not measured original MIT

rag-mcp

644

jaimenbell/rag-mcp

MCP server Claude CodeCodexCursor +2

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.

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

jmendozapuche/latam-synth

MCP server Claude CodeCodexCursor +2

Privacy-safe synthetic financial data for LatAm fintech, AI agents, testing and ML. Remote server at mcp.apify.com.

not rated 0 15d ago A tokens not measured

YUChoe/knowledge-graph-mcp-server

MCP server Claude CodeCodexCursor +2

MCP server "knowledge-graph-mcp-server" as configured in YUChoe/knowledge-graph-mcp-server. Runs locally from the knowledge-graph-mcp-server npm package.

not rated 0 5mo ago A tokens not measured

shapewords-mcp

647

kirrrr-2423/shapewords-mcp

MCP server Claude CodeCodexCursor +2

Generate ShapeWords word clouds as SVG, PNG, or JSON from text or weighted words. Runs locally from the shapewords-mcp npm package. Needs 4 environment variables to run.

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

ai-eval

648

lazymac2x/ai-eval-api

MCP server Claude CodeCodexCursor +2

Cloudflare Workers MCP server: ai-eval. Remote server at api.lazy-mac.com.

not rated 0 3mo ago A tokens not measured