zcaceres/fetch-mcp C MCP Server Stale
zcaceres/fetch-mcp
An MCP server to flexibly fetch JSON, text, and HTML data
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mhmzdev/Figma-Flutter-MCP C MCP Server Stale
mhmzdev/Figma-Flutter-MCP
Provide coding agents direct access to Figma data to help them write Flutter code for building apps including assets exports, widgets maintenance and full screens implementations.
VSCode Devtools C MCP Server Stale
biegehydra/BifrostMCP
Connect to VSCode ide and use semantic tools like `find_usages`
promptexecution/just-mcp C MCP Server Active
promptexecution/just-mcp
Justfile integration that enables LLMs to execute any CLI or script commands with parameters safely and easily, with environment variable support and comprehensive testing.
jonradoff/lightcms C MCP Server Maintained
jonradoff/lightcms
AI-native CMS with 72 MCP tools for managing websites through natural language. Create and publish content, manage templates, assets, snippets, themes, collections, redirects, and multi-site forks — with full content versioning and semantic search.
knewstimek/agent-tool C MCP Server Maintained
knewstimek/agent-tool
Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools including read/edit with automatic encoding detection, smart indentation conversion, SSH, SFTP, process management, and system utilities. Preserves file encoding (UTF-8, EUC-KR, Shift_JIS, etc.) and respects .editorconfig settings.
naveenayalla1-CS50/mcp-server-toolkit C MCP Server Active
naveenayalla1-CS50/mcp-server-toolkit
Plug-and-play MCP server toolkit with semantic code search, natural language database queries, docs indexing, and OpenAPI introspection. One-command setup for Claude Code, Cursor, and Windsurf.
AKzar1el/mcp-web-validator C MCP Server Active
AKzar1el/mcp-web-validator
Web Validator by DigestSEO validates HTML and CSS, audits technical SEO and accessibility signals, checks JSON-LD and bounded public links, and captures responsive screenshots. Install locally with `npx -y mcp-web-validator`; no API keys required.
astandrik/codex-pets C MCP Server Active
astandrik/codex-pets
Companion Gallery for Codex: public read-only registry for Codex-compatible animated companion packs. Search, preview, install community pets, generate badges/embed cards, and discover the request flow via Streamable HTTP MCP.
cerebrixos-org/tuning-engines-cli C MCP Server Active
cerebrixos-org/tuning-engines-cli
Domain-specific fine-tuning of open-source LLMs and SLMs with zero infrastructure. Specialized tuning agents deliver sovereign models trained on your data. Supports Qwen, Llama, DeepSeek, Mistral, Gemma 1B-72B. LoRA, QLoRA, full fine-tuning. Cost estimation, model management, S3 export.
Contentrain/ai C MCP Server Active
Contentrain/ai
Local-first MCP server for AI content governance — 13 tools for model/content CRUD, validation, normalization, and i18n across any framework.
jiezeng2004-design/PatchWarden C MCP Server Active
jiezeng2004-design/PatchWarden
Local-first MCP safety and verification layer for AI coding agents with workspace confinement, command allowlists, scope-violation detection, and auditable task evidence. Install: `npx -y patchwarden@0.6.1`.
ofershap/mcp-server-github-actions C MCP Server Active
ofershap/mcp-server-github-actions
GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage CI/CD.
pzalutski-pixel/godotlens-mcp C MCP Server Active
pzalutski-pixel/godotlens-mcp
15 semantic GDScript analysis tools via Godot's built-in LSP. Navigation, references, diagnostics, rename, and file sync for AI agents.
theserverlessdev/wsc C MCP Server Active
theserverlessdev/wsc
Prose linter + AI-slop detector: weasel words, passive voice, hedging, and 190+ research-cited AI tells. Remote server at wsc.theserverless.dev/mcp or `npx wsc-mcp`.
sebastienrousseau/rlg C MCP Server Active
sebastienrousseau/rlg
Log-stream tools for on-call / SRE agent workflows** — expose `rlg` (RustLogs) log files as MCP tools. Three tools: `tail_log` (last N events, filtered by level/target), `filter_log` (JSON-path-style predicates), `summarize_errors` (grouped error taxonomy). Speaks JSON-RPC 2.0 over stdio; near-lock-free structured logging engine underneath (65k-slot ring buffer, 14 output formats, `os_log`/`journa
gvasile29/qai-consultant C MCP Server Active
gvasile29/qai-consultant
Keyless local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client: standards-grounded retrieval, deterministic QA effort estimation, and automated QA document quality review (0-100 rubric) plus JUnit/CSV test-results flakiness analysis. `uvx qai-consultant-mcp`
srbsa/diffgate C MCP Server Active
srbsa/diffgate
Deterministic guardrail for AI-written diffs, runnable from inside the coding agent's own loop over MCP. Zero-LLM-token, AST-precise rules (SQLi, SSRF, XXE, permissive CORS, prototype pollution, hardcoded secrets) across 8 languages, plus structural checks for reinvented helpers and over-abstraction — findings scoped to only the changed lines, same input always gives the same output, no false-bloc
Neverlow512/agent-droid-bridge C MCP Server Maintained
Neverlow512/agent-droid-bridge
MCP server giving AI agents programmatic control over Android devices and emulators via ADB. 11 tools covering UI inspection, screen interaction, ADB commands, and change detection.
tooluse-labs/perfetto-mcp-rs C MCP Server Maintained
tooluse-labs/perfetto-mcp-rs
MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQL queries on `.perfetto-trace` / `.pftrace` files via auto-downloaded `trace_processor_shell`, with dedicated Chrome tools for page loads, scroll jank, main-thread hotspots, and stdlib module discovery. Cross-client tested on Claude Code and Codex. Available via `cargo install`, Homebrew tap, and curl install script.
mumez/pharo-smalltalk-interop-mcp-server C MCP Server Active
mumez/pharo-smalltalk-interop-mcp-server
Pharo Smalltalk integration enabling code evaluation, class/method introspection, package management, test execution, and project installation for interactive development with Pharo images.
Mogacode-ma/elementor-mcp-agent C MCP Server Active
Mogacode-ma/elementor-mcp-agent
Agency-grade MCP server for WordPress Elementor — multi-site management for 120+ WordPress sites with safe edits (backup + auto-rollback + post-write verification), template export/import, global widget detection, CSS flush, WP-CLI escape hatch, headless Chrome screenshots. 34 tools across pages, widgets, templates, bulk find/replace, and fleet operations.
Jott2121/agent-gate C MCP Server Active
Jott2121/agent-gate
Lets an AI agent gate its own work before claiming "done": a fail-closed ship checklist (`verify_gate` counts a check satisfied only if explicitly proven), required independent refute-first review, and an append-only sha256-chained receipts ledger that makes any edit to past receipts detectable. `pip install mcp-agent-gate`.
GeiserX/atlassian-browser-mcp C MCP Server Active
GeiserX/atlassian-browser-mcp
Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables AI tools to access Atlassian Server/Data Center instances behind corporate SSO (Okta, SAML, ADFS) where API tokens are not available.
mikusnuz/cws-mcp C MCP Server Active
mikusnuz/cws-mcp
MCP server for Chrome Web Store extension management — 8 tools for upload, publish, status, staged rollout, and metadata updates.
ahmedxuhri/bigindexer C MCP Server Active
ahmedxuhri/bigindexer
Hierarchical code intelligence for AI coding agents. Scans local source code, clusters files by behavioral roles, maps coupling seams, and provides in-repo twins/context for complex implementation tasks.
ellmos-ai/ellmos-codecommander-mcp C MCP Server Active
ellmos-ai/ellmos-codecommander-mcp
Developer-focused MCP server for code analysis, JSON repair, encoding fixes, and import organization across local projects.
kensaurus/mushi-mushi C MCP Server Active
kensaurus/mushi-mushi
Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agent for a plain-English diagnosis of any user-reported bug — with evidence, blast radius, and a paste-ready fix prompt — then dispatch an automated GitHub fix PR without a second LLM key. 80+ tools, Supabase-backed, MIT SDK. `npx @mushi-mushi/mcp`
Neo1228/spring-boot-starter-swagger-mcp C MCP Server Active
Neo1228/spring-boot-starter-swagger-mcp
Turn your Spring Boot application into an MCP server instantly by reusing existing Swagger/OpenAPI documentation.
delano/postman-mcp-server C MCP Server Stale
delano/postman-mcp-server
Interact with [Postman API](https://www.postman.com/postman/postman-public-workspace/)
izzzzzi/codewiki-mcp C MCP Server Maintained
izzzzzi/codewiki-mcp
MCP server for codewiki.google. Search repos, fetch AI-generated wiki docs, and ask questions about any open-source repository.
MarcelRoozekrans/memorylens-mcp C MCP Server Active
MarcelRoozekrans/memorylens-mcp
On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.
LWTlong/ai-dev-analytics C MCP Server Active
LWTlong/ai-dev-analytics
An open-source observability layer for AI coding. Silently tracks dev tokens/time and auto-codifies AI deviations into persistent project rules.
aradar46/reuse-before-generate C MCP Server Active
aradar46/reuse-before-generate
Checks whether a project idea already exists before your agent scaffolds it. Searches GitHub, npm and Python repos, drops archived/inactive results, and returns at most 3 maintained alternatives with a concrete "extend this instead" suggestion for each. The calling agent does the relevance judgement itself, so no extra API key is needed. `npx -y reuse-before-generate`
nomadop/session-watcher C MCP Server Active
nomadop/session-watcher
EOQ-based context economics for coding agents. Monitors LLM token cache with inventory theory, signals optimal session restart timing via live dashboard and terminal statusline. Zero context pollution — no metric ever enters the model's context.
runyourempire/4DA C MCP Server Active
runyourempire/4DA/mcp-4da-server
Dependency intelligence for AI coding agents. Live CVE scanning, dependency health, upgrade planning, ecosystem news, and decision memory. 14 tools, zero config, privacy-first.
HarperZ9/telos C MCP Server Active
HarperZ9/telos
Local-first Project Telos MCP tool line for inspectable AI work: source intake, workspace context, routing ledgers, action receipts, and MATCH / DRIFT / UNVERIFIABLE verification packets across 5 stdio servers.
GeiserX/lynxprompt-mcp C MCP Server Active
GeiserX/lynxprompt-mcp
Go-based MCP server for LynxPrompt prompt management. Create, search, and organize AI prompts and AGENTS.md/CLAUDE.md configuration files. Docker image available.
ofershap/mcp-server-docker C MCP Server Active
ofershap/mcp-server-docker
Docker operations — manage containers, images, volumes, networks, and compose services.
xfloukiex-lab/laugh-tale C MCP Server Active
xfloukiex-lab/laugh-tale
Capstone of the Grand Line MCP set: a "collect them all" server that unlocks once the other tools are installed. `pip install laugh-tale-mcp`
chaoz23/inkcheck C MCP Server Active
chaoz23/inkcheck
CI for [ink](https://github.com/inkle/ink) interactive-fiction stories. Compiles, exhaustively playtests every branch, and finds runtime errors (with a repro path), unreachable knots, and every distinct ending — so an agent can verify the story it wrote. Writes no prose. `claude mcp add inkcheck -- npx -y inkcheck mcp`
swapnanil/vectr C MCP Server Active
swapnanil/vectr
Semantic codebase search + persistent working memory for AI code editors. Hybrid dense + BM25 search over AST-aware chunks, a symbol graph for locate/trace, and typed notes that survive context compaction and session restarts. Local embeddings, zero config, no API key. `pip install vectr`
chrassy/klanex-mcp C MCP Server Official Active
chrassy/klanex-mcp
Reliable async execution for agent tool calls: schema-gate hallucinated payloads before they run, absorb rate limits and outages with retries/backoff/circuit breakers, idempotency keys, human approval gates, encrypted credentials, replay, and signed-webhook results. Errors come back with an `llm_hint` the agent can self-correct from. Hosted remote (`api.klanexai.com/mcp`, free sandbox) or `npx -y
r-huijts/xcode-mcp-server C MCP Server Stale
r-huijts/xcode-mcp-server
Xcode integration for project management, file operations, and build automation
augmnt/augments-mcp-server C MCP Server Stale
augmnt/augments-mcp-server
Transform Claude Code with intelligent, real-time access to 90+ framework documentation sources. Get accurate, up-to-date code generation that follows current best practices for React, Next.js, Laravel, FastAPI, Tailwind CSS, and more.
st3v3nmw/sourcerer-mcp C MCP Server Stale
st3v3nmw/sourcerer-mcp
MCP for semantic code search & navigation that reduces token waste
carloshpdoc/memorydetective C MCP Server Maintained
carloshpdoc/memorydetective
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) and `.trace` (`xctrace`) files, classifies retain cycles against a 34-pattern catalog (SwiftUI, Combine, Swift Concurrency, UIKit, Core Animation, Core Data, SwiftData, RxSwift, Realm), surfaces a Swift `fixTemplate` snippet for each match, and bridges to source via SourceKit-LSP. Single-call build+boot+launch fixes the
efremidze/swift-patterns-mcp C MCP Server Maintained
efremidze/swift-patterns-mcp
An MCP server providing curated Swift and SwiftUI best practices from leading iOS developers, including patterns and real-world code examples from Swift by Sundell, SwiftLee, and other trusted sources.