mcp-failure-lab
625MCP 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.
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 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.
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.
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.
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.
MCP server Claude CodeCodexCursor +2
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools. Remote server at run.huggingbay.xyz.
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.
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.
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.
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.
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.
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.
ericm1018/skillfm-llm-cost-optimizer-mcp
MCP server Claude CodeCodexCursor +2
LLM cost optimizer for OpenAI, Anthropic, token usage, BYOK, and SkillFM Beacon audits. Runs locally from the @skillfm/llm-cost-optimizer-mcp npm package.
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.
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.
MCP server Claude CodeCodexCursor +2
Generate eval suites from prompt logs and catch LLM regressions locally. Runs locally from the redline-ai Python package.
MCP server Claude CodeCodexCursor +2
Easy-to-use prompt & data compression for LLM workflows. Runs locally from the compactprompt Python package.
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.
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.
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.
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.
MCP server Claude CodeCodexCursor +2
Privacy-safe synthetic financial data for LatAm fintech, AI agents, testing and ML. Remote server at mcp.apify.com.
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.
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.
MCP server Claude CodeCodexCursor +2
Cloudflare Workers MCP server: ai-eval. Remote server at api.lazy-mac.com.