POPULARITY RANK 61
agent-harnesses MCP server
Recommends, compares and searches agent harnesses from the curated best-of-Agent-Harnesses list
1.5kGitHub stars
601/moPyPI downloads
45popularity 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 3 of 3.
Search capabilities in this directory
POPULARITY RANK 62
jev-code
Typed classification, yes/no checks, scoring and ranking for coding agents via TypeSafe's Jev model
58GitHub stars
702/wknpm downloads
44popularity score
POPULARITY RANK 63
autocontext
Agent evaluation and self-improvement harness exposed to MCP clients as scenarios, runs and judges
1.3kGitHub stars
209/wknpm downloads
43popularity score
POPULARITY RANK 64
Docling MCP
OFFICIAL SERVERTurns PDFs, Office files and web pages into structured Docling documents, and builds or edits them
787GitHub stars
43popularity score
POPULARITY RANK 65
MartinLoop
Puts budgets, verifier gates and run receipts around coding-agent jobs started from an MCP host
296GitHub stars
473/wknpm downloads
43popularity score
POPULARITY RANK 66
ReevesAgents
Start, watch and steer other AI coding CLIs running in local tmux windows from one host CLI
108GitHub stars
174/wknpm downloads
42popularity score
POPULARITY RANK 67
llmverify
Local checks on LLM text for hallucination signals, prompt injection and personal data
19GitHub stars
1.3k/wknpm downloads
41popularity score
POPULARITY RANK 68
Browser Use Cloud MCP
OFFICIAL SERVERHosted endpoint that hands whole web tasks to Browser Use's cloud browser agent and returns the result
40popularity score
POPULARITY RANK 69
Devin MCP Server
OFFICIAL SERVERHosted MCP endpoint for driving Devin: sessions, playbooks, knowledge, schedules and repo docs
40popularity score
POPULARITY RANK 70
LaunchDarkly hosted MCP server
OFFICIAL SERVERLaunchDarkly's remote MCP endpoint for feature flags, AgentControl configs and observability data
40popularity score
POPULARITY RANK 71
OpenWork MCP Gateway
OFFICIAL SERVEROne hosted OAuth endpoint for the skills, plugins, workflows and connections an OpenWork org shares
24kGitHub stars
40popularity score
POPULARITY RANK 72
Claude Review Bridge — Codex + Gemini
Second-opinion code and plan review from OpenAI Codex or Google Gemini inside Claude Code
27GitHub stars
451/wknpm downloads
39popularity score
POPULARITY RANK 73
EMILIA Protocol MCP Server
OFFICIAL SERVERAsk for human sign-off on one exact consequential agent action, then check and verify its receipt
554GitHub stars
74/wknpm downloads
38popularity score
POPULARITY RANK 74
flow-mcp
Drives Google Flow in a local Chrome window to make videos, images, narration and captions
534GitHub stars
33popularity score
POPULARITY RANK 75
System One Connector
Typed, probability-scored judgments from TypeSafe's Jev and other System One models
360GitHub stars
31popularity score
POPULARITY RANK 76
Nano-Banana MCP Server
Generate and edit images with Google's Gemini 2.5 Flash Image model from any MCP client
235GitHub stars
1.4k/wknpm downloads
28popularity score
POPULARITY RANK 77
Perplexity MCP Server
Sends questions to Perplexity's Sonar Pro, Sonar Reasoning Pro and Sonar Deep Research models
297GitHub stars
1.4k/wknpm downloads
27popularity score
POPULARITY RANK 78
Claude ChatGPT MCP Tool
Sends prompts to the ChatGPT desktop app on a Mac and reads back its replies and conversation list
791GitHub stars
164/wknpm downloads
26popularity score
POPULARITY RANK 79
MCP Image Generator
Make, edit, upscale and vectorize images, and optionally videos, on your own GPU
114GitHub stars
25popularity score
POPULARITY RANK 80
Muse-Chat-MCP
Chat with Meta's Muse agent through your own logged-in Chrome session
76GitHub stars
23popularity score
POPULARITY RANK 81
FunASR MCP Server
Lets an assistant transcribe local audio files to text with FunASR's SenseVoice model, entirely on-device.
21kGitHub stars
10popularity score