MCP servers · AI, RAG & memory
50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.
- io.github.meharajM/agent-loop-mcp
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp - Context Engine ★ 353
Compress logs, retrieval chunks, and code context into structured LLM-ready signal. - io.github.meltingpixelsai/harvey-verify ★ 1
Post-transaction outcome verification. LLM-as-judge for agent service quality. - io.github.meltingpixelsai/zero-core-verify ★ 1
Post-tx outcome verification via LLM-as-judge. Zero Core Verify. - io.github.mem0ai/mem0
Persistent memory for AI agents: add, search, update, and delete long-term memories. - io.github.memoweft/memoweft ★ 4
Portable AI memory as MCP tools: five reads and three controlled writes. - nMEMORY ★ 9
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so. - Euclid-MCP ★ 5
Deterministic logical reasoning engine — facts in Euclid IR, solutions with proof trees - PLwC - Personality Layer with Conscience ★ 3
Governed local MCP gateway for workspace, sandbox, document and profile operations. - io.github.michael-denyer/hot-memory-mcp ★ 7
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing. - io.github.michielinksee/linksee-memory ★ 14
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection. - io.github.middleBrick/mcp-server
Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities. - io.github.mifactory-bot/mifactory-agent-memory
Persistent memory for AI agents across Claude, ChatGPT and any MCP client. - io.github.mifactory-bot/mifactory-logic-verifier
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use. - Render Unto Caesar
An MCP server that fuses LLM contextual intelligence with procedural code reliability. - io.github.miisodev/brainllm
Persistent graph-structured memory for LLMs in TriliumNext Notes — readable and editable by humans. - io.github.mikerawsonnz/auth-token-service ★ 1
Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP. - io.github.mikerawsonnz/authenticated-llm-agent ★ 1
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. - io.github.mikerawsonnz/authenticated-mcp-agent ★ 1
JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion. - io.github.mikerawsonnz/authenticated-multi-llm-agent ★ 1
Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f - io.github.mikerawsonnz/llm-observability-orchestration ★ 1
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith - io.github.mikerawsonnz/llm-orchestration-agent ★ 1
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith - io.github.mikerawsonnz/structured-output-agent ★ 1
Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte - io.github.mikerawsonnz/traced-llm-proxy ★ 1
Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t - io.github.mikhae1/kubeview ★ 5
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of Kubernetes clusters. - ContextDB Memory ★ 1
Local-first durable AI memory with policy-bound recall and a typed project graph. - Provenio — Art Intelligence
Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps. - io.github.miller-joe/shopify-mcp
MCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation. - MCP Imagenate ★ 15
MCP server for image generation using multiple providers (Google Gemini, OpenAI, BFL FLUX) - ElevenLabs ★ 10
ElevenLabs MCP server: TTS, music, sound effects, voices, and audio transcription - ElevenLabs Agents ★ 10
ElevenLabs Conversational AI: agents, calls, conversations, and knowledge base for MCP hosts - Fathom ★ 10
Fathom AI meeting transcription MCP server for Model Context Protocol hosts - Freshdesk ★ 10
Freshdesk Support MCP server for Model Context Protocol hosts - Gamma ★ 10
Gamma AI presentation generation MCP server for Model Context Protocol hosts - Humaans ★ 10
Humaans HR platform MCP server for Model Context Protocol hosts - Kling ★ 10
Kling AI video generation MCP server for Model Context Protocol hosts - Mixmax ★ 10
Mixmax email productivity MCP server for Model Context Protocol hosts - Nano Banana ★ 10
Nano Banana MCP server — Google Gemini image generation and editing via Model Context Protocol - Napkin ★ 10
Napkin AI visual generation MCP server for Model Context Protocol hosts - OpenAI Image ★ 10
OpenAI image generation MCP server for Model Context Protocol hosts - PandaDoc ★ 10
PandaDoc document automation MCP server for Model Context Protocol hosts - ServiceNow ★ 10
ServiceNow ITSM MCP server for Model Context Protocol hosts - Wise ★ 10
Wise (formerly TransferWise) MCP server for Model Context Protocol hosts - Workday ★ 10
Workday HCM MCP server for Model Context Protocol hosts — workers, profiles, organizations - io.github.minipuft/claude-prompts-mcp ★ 187
Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client. - datamcp — Hosted Model Context Protocol for Databases, APIs, and Agent Memory
PostgreSQL, MySQL, OpenAPI/Swagger, and shared Agent Memory with scoped access. - io.github.mishrasanjeev/agenticorg ★ 11
AgenticOrg MCP server for AI agents, A2A discovery, SOP deploy, and MCP tool listing. - io.github.mkXultra/ai-cli-mcp ★ 25
Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs - io.github.mlawsonking/web-tools-mcp
10 no-LLM web tools: URL to Markdown, metadata, JSON-LD, MX, scrape, RSS, DNS, RDAP, SSL, HTTP. - Mnemoverse Memory ★ 21
Hosted memory for AI agents that learns from outcomes — one key across Claude, Cursor & ChatGPT.