MCP Servers 2,806
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Visiongemma
Local AI vision MCP server for Windows: OCR, chart analysis, scene description.

PDF Modifier
Modify PDF text, replace with regex, and analyze layout while preserving fonts.

Qnexus
MCP server for Quantinuum Nexus, wrapping the qnexus SDK.

Unblu
Operate Unblu deployments: health checks, conversation ops, and 300+ API endpoints

Global Education
UNESCO UIS and OECD Education at a Glance

crapkitNew
Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.

agentmailkit
Run scheduled LLM-written email digests from local files and feeds.

Fleetpost
A mailbox for your machines: read fleet capabilities, send a request.

TetherNew
Local-first agent memory over SQLite: remember, recall, link, forget.
GRAFOMEM CGR Capture
Record agent judgments and their real outcomes on GRAFOMEM Cloud.

Rancher
Capability-aware MCP server for Rancher-managed Kubernetes: discovery, resources, workflows.

Multidim
Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps

Agent Guardrail
Deterministic policy firewall for AI agent tool calls - YAML rules, not a fuzzy risk score.

Agentic Wallet Guardian V3
Explainable ALLOW/WARN/BLOCK risk decisions for AI agent actions before execution, signed as OAA.

Queryshield
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
DecimalAI Skills Registry
Search agent skills ranked by measured lift vs a no-skill baseline, with safety and rankings.

mcp-zakupki
MCP server for Russian government procurement data (44-FZ / 223-FZ / 615-PP).

Ms Graph
Microsoft Graph MCP server — 85 tools for mail, calendar, Teams, files, SharePoint, and Entra ID

Kling
MCP server for Kling AI video generation

NervaPack
Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.

Source Parts
Electronic component sourcing, BOM management, and PCB design workflows.

OpenProject
88 tools for the OpenProject API v3: work packages, attachments, git activity, time, reporting

