Model Context Protocol servers that extend AI capabilities
Judges agent/RAG outputs (relevance, hallucination, accuracy, routing, prompt injection) using Laya instead of LLM-as-judge -- usable as an MCP server or as a plain Python library.
...moreyellowgram
Lock exact hashes of MCP tools/resources/prompts list surfaces; fail CI on silent drift. Offline files or live --stdio. Lockfile v3 structured field-diff (COMPATIBLE|BREAKING|HINT_FLIP).
...moreggog12
Buluver: High-performance Turkish legal document (UDF/UYAP, DOCX, PDF) search engine, CLI, and FastMCP server for AI agents
...moredineug
MCP server that lets a coding agent edit erd-editor documents, live in VS Code or on disk
vasanthshanmugam
MCP server and CLI that gives AI agents access to the official Apache JMeter user manual, component and function reference, and .jmx test plan inspection.
...moreMCP server built into Rillsoft Project 10 for multi-project resource planning (local, Windows)
Enterprise resource scheduling for optimal utilization and higher margins.
Thai building materials: product search, prices before VAT, stock and material calculators.
Write Polyxd UI documents, check them, and show them as real screens in any design-system pack.
Compare domain prices across 145+ registrars and 1,100+ TLDs, find promo codes, check availability.
Deterministic preflight for FactoryTalk View tag and alarm CSV imports before re-import.
Deterministic release-compatibility preflight for OPC UA NodeSet2 XML.
Self-hosted, Tavily-compatible web search, extract, crawl and map tools for AI agents.
Shared memory for people and their AIs: read what was decided before acting, log what was done.
Your IMAP mailbox as an MCP server: read, search and (if you allow it) organize mail. Open source.
Information-flow control for AI agents: stop tool calls that move untrusted-influenced data or actions somewhere they shouldn't go. Claude Code hooks, an MCP proxy, or a library.
...moreJoe Watkins
Embeddable MagentaA11y MCP tools, handlers, and data
brokoskokoli
Local live dashboard for Claude Code agents: see running sessions, subagents, spawned claude processes, tool calls, timelines, token usage and full history – read passively from ~/.claude, no hooks.
...moreEleaus Hossain Evan
Sync the global rules and skills of every AI coding agent (Claude Code, Cursor, Codex, Gemini, OpenCode, Windsurf, Copilot…) between Macs through Dropbox.
...moreguillaumerft
MCP binding for the Agent Feedback Protocol: a submit_feedback tool for any MCP server, and a standalone stdio server.
Lucas Kopietz
MCP server exposing the eleven-kit 'honesty SDK' family (grounding-kit, corroboration-kit, payout-invariance-kit, mutation-invariance-kit, trust-core, provenance-kit, claims-registry-kit, audit-chain-kit, advice-ledger-kit, agent-receipt-kit, cost-governo
...morejlgavel011
Sellbase MCP server: lets AI agents set up and run the store.
longhao
MCP Server for Photoshop integration using photoshop-python-api
lars.gerchow
MCP server for nuclear data — wraps local Parquet via DuckDB