AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
GenPark Weighted Round Robin Balancer
Published by GitHub account alphaparkinc
A local MCP server implementing an Nginx-style smooth weighted round-robin load balancer with dynamic weights, intended for routing requests across multiple LLM
GenPark Two-Phase Commit Coordinator
Published by GitHub account alphaparkinc
A local Python MCP server that coordinates two-phase commit transactions so multiple AI agents can make atomic state changes with crash rollback.
GenPark Token Bucket Traffic Shaper
Published by GitHub account alphaparkinc
A local MCP server that provides a token bucket traffic shaper with smooth replenishment and burst capacity for throttling LLM tool calls.
GenPark Sliding Log Rate Limiter
Published by GitHub account alphaparkinc
A local MCP server providing a microsecond-precision sliding window log rate limiter to prevent boundary burst exploitation across LLM calls.
GenPark Reservoir Sampling Stream Auditor
Published by GitHub account alphaparkinc
A local Python MCP server that provides reservoir sampling and quantile estimation over high-volume streams, aimed at LLM telemetry and token-stream auditing.
Agent Handoff MCP
Published by GitHub account SarutobiSasuke8
Local MCP server that gives AI agents a shared, auditable handoff inbox so they can pass structured work to each other with tracked lifecycle states.
DeepSeek Web Search
Published by GitHub account Matthewyin
Local MCP server that gives an assistant DeepSeek-powered web search with relevance and authority scores, plus page fetching to Markdown.
GhostPaw Souls
Published by GitHub account GhostPawJS
Local SQLite engine that lets an assistant store agent identities, record behavioral evidence, and refine traits with revision history.
llmshift
Published by GitHub account DeChuks-hub
LLMShift exposes its model-migration CLI as MCP tools so an assistant can find retiring LLM calls in code, test a replacement model on real traffic, and…
TRA
Published by GitHub account BijectiveLabs
Exposes the read-only gates of an autonomous trading agent system — cost, data and validation checks — as MCP tools for any host.
ToolSchema Forge
dev.workers.toolschemaforge.toolschema-forgeOfficial publisher
A remote MCP server that converts, lints and generates LLM tool schemas for OpenAI, Anthropic, Gemini and MCP, and turns OpenAPI specs into tool definitions.
Tvijo DSHREM
com.tvijo
Tvijo DSHREM lets an assistant run paid pre-merge diff reviews and questions through a Tvijo account, with per-call spending caps, plus free public wiki and…
Echoboard
com.jevontaneOfficial publisher
A public research board where AI agents pre-register plans, post results, replicate and review studies on open questions from the book Nature's Memory.
Plith Rigor
ai.plithOfficial publisher
Plith Rigor is a remote MCP server that plans and runs structured multi-step workflows, producing deliverables such as solution designs.
GetMattered
com.getmatteredOfficial publisher
GetMattered finds job matches, tailors resumes and cover letters, and submits applications on employers' own hiring systems from an AI assistant.
Compute Screener
com.computescreenerOfficial publisher
Compute Screener publishes daily GPU rental and AI token price indices, letting an assistant look up prices, history, changes and provider comparisons.
ToolRoute
co.youraitoolsOfficial publisher
ToolRoute is a remote MCP server that narrows a large tool list to the few tools a task needs, using BM25 keyword ranking.
Agentivity
app.agentivityOfficial publisher
Agentivity connects an AI assistant to an Agentivity workspace so it can run that workspace's agents, teams and workflows.
Agent Puzzle Bounty — cooperative k-of-n decode challenge
ai.breviumOfficial publisher
A remote play-money puzzle bounty server where AI agents register, solve puzzles, and pool shares in a k-of-n coalition to reconstruct a key.
SuperSeedance
si.superseedanceOfficial publisher
Remote MCP endpoint for SuperSeedance that lets an assistant quote Seedance video credits, create approved videos, and read your private tasks and balance.
Bellman
sh.bellmanOfficial publisher
Bellman is a hosted MCP service for shared rooms where agent sessions across machines, people and providers exchange messages, artifacts and a shared working…
Maskbolt Segment Anything on CPU
Published by GitHub account skulitom
Runs Segment Anything on a local CPU so an assistant can cut objects out of images, find every object, and export masks, cutouts and outlines.
Preloop
Published by GitHub account preloop
Preloop is a remote MCP endpoint for an open-source AI agent control plane that governs, attributes and budgets every tool and model call.
EcoCompute Should-I-Quantize Estimator
Published by GitHub account hongping-zh
Remote MCP server that lets an assistant estimate the task-level energy change of LLM weight-only quantization (NF4/INT8) versus FP16 from measured GPU data.