MCP Servers 15,996
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ellmos FileCommander
Filesystem MCP server: files, processes, sessions, async search, OCR, archives, safe delete.

Excalidraw
Model Context Protocol server for Excalidraw diagrams.

Aurora
Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

Metrillm
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

Mnemo
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.

Tokenrip
Collaboration layer for AI agents.

Remote Bridge
Sync code to remote servers via SSH/rsync and deploy from any AI IDE.

Guardvibe
Deterministic security layer your AI can't be.

moysklad-mcp
MCP server for MoySklad — warehouse, inventory, orders, reports (Russia)

okf-mcp
Validate, search, graph, and safely author local Open Knowledge Format bundles.

Aiseo Audit
Audit web pages for AI search readiness with evidence-tiered factors and pipeline-stage scores.

Langchain
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)

Photographi
Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

Skill Audit
Scan agent skills and MCP servers for malicious patterns before you load them

Token Pilot
Save up to 80% tokens when AI reads code via AST-aware structural reading

Patents
Patent search and prior art discovery via Google Patents on BigQuery

Leafengines
🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts.

Eurostat Server
Search and query the Eurostat catalogue — EU economy, demography, trade, and NUTS regional data.

Markdown
Markdown MCP — search, extract sections, list headings, find code blocks.

Plesk
Manage your Plesk hosting server using AI assistants.

Drawio
MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

Agentic Ledger
Local-first flight recorder for AI agents: sessions, costs, loop runs, and stuck-loop flags.

