POPULARITY RANK 01
Browser Use
OFFICIAL SERVERLocal MCP server that drives a Chrome or Chromium browser step by step, with an agent fallback
120kGitHub stars
8.1M/moPyPI downloads
119popularity score
AI and ML MCP servers
MCP servers that reach other models and ML platforms: generate images or audio, run embeddings, call another agent.
81 servers, page 1 of 3.
Search capabilities in this directory
POPULARITY RANK 02
OmniRoute
Lets an assistant run an OmniRoute model gateway: routing combos, quotas, costs, cache, compression, memory
85kGitHub stars
97k/wknpm downloads
109popularity score
POPULARITY RANK 03
Exa MCP Server
OFFICIAL SERVERLets an assistant search the web, read pages as markdown and run Exa research agents.
5.2kGitHub stars
67k/wknpm downloads
101popularity score
POPULARITY RANK 04
Genkit MCP Server
OFFICIAL SERVERLets an assistant list, run and trace the flows in a Genkit project and look up Genkit docs
6.6kGitHub stars
90k/wknpm downloads
97popularity score
POPULARITY RANK 05
Perplexity API Platform MCP Server
OFFICIAL SERVERWeb search, quick answers, reasoning and long research runs from Perplexity's API
2.6kGitHub stars
42k/wknpm downloads
95popularity score
POPULARITY RANK 06
Phoenix MCP Server
OFFICIAL SERVERRead traces, sessions, datasets and experiments in Arize Phoenix and manage its prompts
12kGitHub stars
1.6k/wknpm downloads
93popularity score
POPULARITY RANK 07
Ouroboros
Lets an assistant turn a goal into a fixed spec, run coding agents against it and verify the result
6.3kGitHub stars
92k/moPyPI downloads
91popularity score
POPULARITY RANK 08
Ruflo
Agent swarms with shared vector memory and task routing for Claude Code and other MCP clients
81kGitHub stars
87k/wknpm downloads
89popularity score
POPULARITY RANK 09
Agentic Flow
Agent runner, ReasoningBank pattern memory, local code edits and graph solvers for coding assistants over MCP.
838GitHub stars
152k/wknpm downloads
83popularity score
POPULARITY RANK 10
Peekaboo
macOS screen capture, UI inspection and native click-and-type automation exposed over MCP
5.4kGitHub stars
1.5k/wknpm downloads
80popularity score
POPULARITY RANK 11
AgentRQ
OFFICIAL SERVERTask board, chat and approvals between people and coding agents, served to them over MCP
1.2kGitHub stars
1.7k/wknpm downloads
79popularity score
POPULARITY RANK 12
Loki Mode
MCP interface to the Loki Mode coding agent: start runs, read their state and check signed receipts
1.1kGitHub stars
21k/wknpm downloads
79popularity score
POPULARITY RANK 13
PraisonAI MCP
OFFICIAL SERVERExposes the PraisonAI agent framework's agents, memory, knowledge and model tools over MCP
9.3kGitHub stars
3.1k/moPyPI downloads
79popularity score
POPULARITY RANK 14
llmwiki
Builds a cited, interlinked wiki from your documents and serves evidence from it over local MCP
2.2kGitHub stars
4.2k/wknpm downloads
79popularity score
POPULARITY RANK 15
AgentDB
OFFICIAL SERVERGives an agent self-learning vector memory: store and search patterns, episodes, skills and causal links.
97GitHub stars
169k/wknpm downloads
79popularity score
POPULARITY RANK 16
comfyui-mcp
Control a ComfyUI install: build and run workflows, fetch models, manage nodes and VRAM
897GitHub stars
12k/wknpm downloads
78popularity score
POPULARITY RANK 17
PaperBanana
Turns paper text and data into academic methodology diagrams and statistical plots via image models
2.5kGitHub stars
10k/moPyPI downloads
78popularity score
POPULARITY RANK 18
deco Studio
OFFICIAL SERVERSelf-hostable MCP gateway that puts agents, tool connections and model routing behind one endpoint
416GitHub stars
15k/wknpm downloads
78popularity score
POPULARITY RANK 19
MeiGen AI Design MCP
OFFICIAL SERVERImage and video generation, visual edit workflows and prompt-gallery search on MeiGen
1.8kGitHub stars
513/wknpm downloads
75popularity score
POPULARITY RANK 20
Meshy MCP Server
OFFICIAL SERVERGenerate, rig, texture and prepare 3D models for printing through the Meshy AI API
91GitHub stars
27k/wknpm downloads
75popularity score
POPULARITY RANK 21
Redis MCP Server
OFFICIAL SERVERRead, write and vector-search data in a Redis database from an MCP client
641GitHub stars
16k/moPyPI downloads
75popularity score
POPULARITY RANK 22
LLM Checker
Hardware-aware local model picks plus Ollama model management over MCP
3.1kGitHub stars
1.5k/wknpm downloads
75popularity score
POPULARITY RANK 23
Bike4Mind
OFFICIAL SERVERExposes a Bike4Mind account's notebooks, files, chat and audio generation to MCP clients
94GitHub stars
67k/wknpm downloads
75popularity score
POPULARITY RANK 24
Agency Orchestrator
Runs multi-role AI workflows written in YAML and returns their combined deliverable
2.5kGitHub stars
857/wknpm downloads
74popularity score
POPULARITY RANK 25
Gemini MCP Tool
Hands prompts and large files from an MCP client to Google's Gemini CLI or Antigravity CLI
2.3kGitHub stars
3.6k/wknpm downloads
73popularity score
POPULARITY RANK 26
Agent Swarm
OFFICIAL SERVERSelf-hosted multi-agent orchestration API whose MCP endpoint hands tasks, memory and schedules to agents
1.0kGitHub stars
3.2k/wknpm downloads
72popularity score
POPULARITY RANK 27
VoiceMode
Two-way spoken conversation with a coding agent through speech-to-text and text-to-speech
1.4kGitHub stars
5.8k/moPyPI downloads
72popularity score
POPULARITY RANK 28
Jev MCP
Twelve quick scoring tools backed by TypeSafe's Jev model, each returning typed probabilities
575GitHub stars
4.2k/wknpm downloads
71popularity score
POPULARITY RANK 29
RocketRide MCP Server
OFFICIAL SERVERLets an assistant build, validate, run and monitor RocketRide AI data pipelines and manage their deployments.
20kGitHub stars
70popularity score
POPULARITY RANK 30
Headroom
Compresses large tool outputs, logs and files for an assistant on request, keeping the originals retrievable
79kGitHub stars
69popularity score