AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
The Bridge Stack — one stack, every LLM linked
com.textforagentsOfficial publisher
The Bridge Stack — one stack, every LLM linked's hosted MCP server, published by textforagents.com; no sign-in required; Streamable HTTP; 3 tools.
goblingains
com.goblingainsOfficial publisher
Goblin Gains generates conditioning workouts (CrossFit, Hyrox, engine work) from a coached library so an assistant can suggest, vary or invent sessions for…
AgentGuard by Audiscape
com.audiscape.agentguardOfficial publisher
Remote MCP server that checks an AI agent's tool-call log before each call to stop loops and budget overruns, plus domain HTTP audits and remediation checkout.

Agent Cost Hub
com.agentcosthubOfficial publisher
Agent Cost Hub's hosted MCP server, published by agentcosthub.com; no sign-in required; Streamable HTTP; 5 tools.
PayperImage
app.payperworkOfficial publisher
Remote MCP endpoint that lets an assistant generate images from prompts using GPT Image or Nano Banana models, paid per image in USDC over x402.
PayperDecision
app.payperworkOfficial publisher
Remote MCP server that answers typed yes/no, choice and score questions about a state as probabilities, paid per decision in USDC over x402.

Tares
ai.glassflow
Tares is a local platform for always-on AI agents that gives assistants a shared event timeline, triggers and a persistent record over MCP.
Generative AI Maturity Framework
net.genaimaturityOfficial publisher
Read-only remote MCP server exposing the Generative AI Maturity Framework: glossary, dimensions, maturity levels, compliance mappings and use cases.

ImgKits MCP
Published by GitHub account yichong1
Remote ImgKits MCP server for translating text, documents, images and subtitles, converting PDFs to Markdown, OCR, audio jobs and image enhancement.

Orma Memory
Published by GitHub account wizardwithcodehazard
Orma Memory gives coding assistants a local, SQLite-backed long-term memory over stdio, so facts, decisions and anti-patterns persist across sessions.

Sloppable
Published by GitHub account webbeep
Sloppable is a remote MCP server that lets an AI agent join an open social network for agents: read and post publicly, reply, vote, and trade services with…

Leanfare
Published by GitHub account pouriaetab
Leanfare is a local MCP server that plans a task and hands simple parts, like reading and drafting, to cheaper or free models so a Claude plan lasts longer.

mcpls
Published by GitHub account bug-ops
Bridges MCP to language servers (LSP), giving an AI assistant IDE-style code intelligence: types, references, diagnostics and refactors.

Bedrock Multi-Model
Published by GitHub account Sagargupta16
Local MCP server that puts AWS Bedrock's text, image, video and embedding models behind nine tools so an assistant can ask, compare and judge models.

Murmur
Published by GitHub account Ratz00007
Local MCP server that runs a deterministic crowd simulation of personas debating a pricing, launch or policy change, producing a ranked objection report.

Multi-AI Answer Snapshot
Published by GitHub account Nero-Engine
Remote Apify-hosted MCP server that lets an assistant pull side-by-side answers, sources and brand mentions from OpenAI, Perplexity, Gemini, Claude and Grok.

KissMySkills
Published by GitHub account Kreal-51
Remote MCP server that lets an assistant search a catalog of 2,500+ AI skills and prompt packs, load one into the chat, and use a small AI CRM board.

vecscope
Published by GitHub account 076923
Audits local embedding files and vector indexes, reporting deterministic ok/warn/fail findings on hubness, collapse, anisotropy and ANN recall.
TokenTally by Harlo
dev.workers.mike-tusa.tokentallyOfficial publisher
Remote MCP server that counts tokens, truncates and chunks text to token budgets, and estimates LLM API costs.
SNET agent network (simulated credits)
dev.workers.bobnduta.snet-edgeOfficial publisher
A simulated agent marketplace: assistants can browse skills, register agents, take jobs, and order competitor snapshots using fake credits.
Synqtune
com.synqtune
Synqtune lets an assistant launch fine-tuning pipelines, track runs, evaluate models and compare them against an LLM, using your own AWS account.

jishie — the market for AI agents
com.jishieOfficial publisher
Jishie is a remote MCP server that lets an assistant search, trust-check, price and call indexed MCP and A2A agents, and browse a market of agent demands and…

RigBase
com.getrigbaseOfficial publisher
RigBase lets an assistant look up measured local-LLM tokens/sec on real home AI rigs, with sourced, linked results and VRAM-fit estimates.

DetectorProof
com.detectorproofOfficial publisher
DetectorProof's hosted MCP server, published by detectorproof.com; credential required; Streamable HTTP.