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42,145 servers in the snapshot (13,813 alive, 9,216 need login, 3,006 dead, 16,110 stdio). 17,000 have a report page, 40 to a page, healthiest first.

#28133
Ghostchars

Find and remove invisible Unicode: zero-width, tag smuggling, bidi, homoglyphs. Offline.

Stdio
score
30
#28134
Ghostfolio MCP

MCP server for Ghostfolio portfolio management and financial data access

Stdio
score
30
#28135
ghostfox

Self-hosted stealth browser for AI agents: Firefox engine + Rust MCP runtime.

Stdio
score
30
#28136
GhostFree

MCP server that scans your repo's dependencies for security vulnerabilities based on published CVEs.

Stdio
score
30
#28137
ghosthunt

Find every leaked secret on your machine — API keys in .env files, shell history, and configs.

Stdio
score
30
#28138
ghostlight

Visible local browser automation in signed-in Chromium, with optional policy and audit.

Stdio
score
30
#28139
gibil

Spawns an ephemeral Ubuntu VM with project clone, shell exec, file I/O, and auto-destroy on TTL.

Stdio
score
30
#28140
gifgif

Fit a video or GIF to its destination's size limit at measured quality, and share a link.

Stdio
score
30
#28141
gigachat-mcp

MCP server for GigaChat — AI chat, embeddings, image generation (Russia)

Stdio
score
30
#28142
gigamail

Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.

Stdio
score
30
#28143
gilbert-mcp

Gilbert meetings: list, search, and fetch transcripts & summaries via MCP.

Stdio
score
30
#28144
GIMP 3 MCP

Let AI assistants paint, edit and export images in a running GIMP 3, with 80 tools.

Stdio
score
30
#28145
GIMP Agent MCP

Edit in GIMP 3 with AI agents: live previews, grouped edits, pixel measurements and recipes.

Stdio
score
30
#28146
GIMP Studio MCP

Lets an AI assistant edit images in GIMP 3, including print and DTF transfer prep.

Stdio
score
30
#28147
gimp-mcp

Control GIMP image editing via Python-Fu scripting from AI agents.

Stdio
score
30
#28148
Girder

Saves AI coding-agent context by giving exact code instead of whole files, from a local graph.

Stdio
score
30
#28149
git

Git log, diff, blame, branch stats for AI agents

Stdio
score
30
#28150
Git

Local Git via MCP: status, log, diff, file history, branches, and gated stage/commit. Pure-JS.

Stdio
score
30
#28151
Git Why

Finds the Git commits that explain why code is the way it is: semantic and full-text history search.

Stdio
score
30
#28152
git-a2a

Git module dependencies and owning-agent routing for coding agents

Stdio
score
30
#28153
git-archaeologist

Trace code history, commit reasoning, and PR context directly from Git logs.

Stdio
score
30
#28154
git-enhanced

Enhanced Git MCP Server - Code review, commit analysis, and branch management

Stdio
score
30
#28155
git-for-me

Which parts of what you want to build open source already covers. Every repo checked live.

Stdio
score
30
#28157
git-history

Give AI agents Git history tools: commit search, file history, blame, contributors, ref diffs.

Stdio
score
30
#28158
git-leaderboard

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

Stdio
score
30
#28159
git-mcp

A Git MCP server that doesn't suck

Stdio
score
30
#28160
git-mcp-server

MCP server for GitLab and GitHub

Stdio
score
30
#28161
git-reflog-archaeologist-mcp

Aggregate local Git reflog and recovery signals without exposing repository content. Tools...

Stdio
score
30
#28162
git-summary

Git repo intelligence: summaries, blame, changelogs, branch health, and history search

Stdio
score
30
#28163
gitcontribute

Local-first GitHub contribution research workbench

Stdio
score
30
#28165
gitea-mcp

Gitea.com public API: search repos and users.

Stdio
score
30
#28166
gitea-mcp

Model Context Protocol server for Gitea (and Forgejo, Codeberg).

Stdio
score
30
#28167
Gitee MCP Server

让 AI 用自然语言管理 Gitee 仓库:查 star、管 Issue、基于 commit 生成中文 CHANGELOG(原生无此 API)

Stdio
score
30
#28168
github

Manage repositories, users, releases, and automate GitHub workflows

Stdio
score
30
#28169
github

GitHub MCP Server - List PRs, issues, repo info, and search code

Stdio
score
30
#28170
github

GitHub analytics - repos, PRs, issues, releases, contributors

Stdio
score
30
#28171
GitHub

GitHub via MCP: search, repos, issues, PRs, files, notifications. OAuth device flow or token.

Stdio
score
30
#28172
GitHub (read-only)

Read-only GitHub repos, issues, PRs and commits, with tool descriptions tuned on a benchmark.

Stdio
score
30