Trending MCP servers

MCP servers give a model tools like file access, a browser or your notes. We follow 5,032 of them and rank them by the GitHub stars they're gaining and how often people link them on Reddit. Where llamaperf users have tried one with a local model, you'll see whether it worked. Filter for the ones that run on your own machine.

Runs locally No API key

Most Reddit posts linking the repository in the last 30 days, from r/mcp, r/LocalLLaMA, r/LocalLLM, r/ollama and r/ClaudeAI. 269 servers.

mooneyes/google-ecommerce-mcpRuns locallyNo key needed
Read-only MCP server for the Google services an online shop lives on: GA4, Search Console, Merchant Center, Tag Manager, Indexing API, PageSpeed.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
paraphern/rugsnareRuns locallyNo key needed
Runtime integrity gateway for AI agents: pin MCP tool descriptions, snare rug-pulls and drift, verify releases on-chain. Zero-dep.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
JavaScript
rewire-bio/genomics-mcpRuns locallyNo key needed
Unified MCP access to genomic archives, reference databases and indexed sequencing files
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
thesanjeetc/parselboxRuns locallyNo key needed
An embeddable Python runtime where AI agents call tools as code. Powered by Deno + Pyodide.
Stars
3
7 days
n/a
Reddit posts, 30 days
1
Python
failecho/failechoRuns locallyNo key needed
When a tool or model call fails, your agent learns what fixed it for other agents, or that nothing has. Plugins for Claude Code and OpenCode, an MCP proxy, a Python wrapper. Open source, metadata only.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
jhonpork1233-beep/win-mindRuns locallyNo key needed
Windows MCP server: AI sees and drives any app through the accessibility tree - no screenshots, no mouse - plus 200+ native Windows tools.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Python
thevilfer/better-tg-cliRuns locallyNo key needed
Telegram for your terminal and your AI agents: read, search, send and press bot buttons on your own account. MCP server included.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
TypeScript
vladuzh/intents-mcpRuns locallyNo key needed
Your Mac's App Intents as MCP tools for Claude Code and Codex, through Shortcuts. Public APIs only.
Stars
2
7 days
n/a
Reddit posts, 30 days
1
Swift
arcaeon-io/arcaeonRuns locallyNo key needed
A record of what an agent did that the agent cannot quietly rewrite, and a way for anyone who doubts
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
guardbee/guardbee-mcpRuns locallyNo key needed
GuardBee MCP server monorepo — pnpm workspaces + Turborepo
Stars
1
7 days
n/a
Reddit posts, 30 days
1
TypeScript
robofinsystems/xbrlkitRuns locallyNo key needed
Read SEC and ESEF XBRL filings locally: parse once with Arelle into a portable model, export to TAVI, xBRL-JSON, JSON-LD or a LadybugDB property graph (one filing or many stacked), and query it with Cypher or from any MCP client.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
tradestarv5/insider-signalsRuns locallyNo key needed
Verified SEC insider-buy signals (Form 4, 13D, 13F, 8-K) — Python client for the TradeStar Insider API & MCP server
Stars
1
7 days
n/a
Reddit posts, 30 days
1
JavaScript
vanoe-ai/vanoe-intelligence-mcpRuns locallyNeeds a key
MCP server for the Vanoe Market Intelligence API: stock verdicts, trend-stage analysis, Point & Figure, sector breadth, macro regime and SEC filings as tools for Claude and other MCP clients.
Stars
1
7 days
n/a
Reddit posts, 30 days
1
Python
datavidence/datavidence-financials-mcpRuns locallyNo key needed
Open-source Model Context Protocol (MCP) server for the Datavidence Financials API. Gives LLM agents normalized US-GAAP financial statements from SEC EDGAR - income statement, balance sheet, cash flow - with point-in-time (as-reported) figures and per-value SEC source provenance for citation.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
Python
gigatypeaura/memecorp-mcpRuns locallyNo key needed
Stars
0
7 days
n/a
Reddit posts, 30 days
1
TypeScript
hahahahahahahahah6/browser-buddyRuns locallyNo key needed
Let your coding agent read your real, logged-in Chrome: MV3 extension + native host + MCP server (read_active_tab, open_and_read_url). Zero dependencies, MIT.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
Python
mcpsmiths/tracehub-mcpRuns locallyNo key needed
MCP server for querying OpenTelemetry traces across multiple observability backends (Jaeger, Tempo, Traceloop, Datadog, and more) for LLM application debugging. Fork of traceloop/opentelemetry-mcp-server.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
Python
muad-yasin/the-high-council-mcpRuns locallyNo key needed
Plan your projects with The High Council - multi model debate mechanism. Mainly for Software Engineering, released as an MCP server. Bring your own API keys. Open source now, my dear.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
JavaScript
regan-milne/obsideo-mcpRuns locallyNo key needed
MCP server for Obsideo: encrypted S3-compatible storage with cryptographic possession proofs. 12 GB free, self-serve signup, runs on your machine.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
TypeScript
robinlidberg-dot/cap-shield-mcpRuns locallyNo key needed
Context selection and compression for AI agents — with the recall measured, not claimed. One file, no dependencies.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
Python
underpass-ai/kmpRuns locallyNo key needed
KMP (Kernel Memory Protocol) — temporal, multidimensional, auditable AI agent memory.
Stars
0
7 days
n/a
Reddit posts, 30 days
1
Rust
huangchihhungleo/claude-real-videoRuns locallyNo key needed
Let Claude (or any LLM) actually watch a video — scene-aware, deduplicated frames + transcript, from a URL or local file. Runs locally, MIT.
Stars
2,204
7 days
+14
Reddit posts, 30 days
0
Python
repowise-dev/repowiseRuns locallyNo key needed
Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.
Stars
7,173
7 days
+68
Reddit posts, 30 days
0
Python
role1776/mcp-retrievalRuns locallyNo key needed
Fast, idiomatic Go MCP server for web search, image search, and page scraping to Markdown. Runs locally, no API keys, free.
Stars
14
7 days
+1
Reddit posts, 30 days
0
Go
saravananjaichandar/world-model-mcpRuns locallyNo key needed
world-model-mcp is a signed audit memory server for AI coding agents, delivered as an MCP tool. Every event Ed25519-signed and Merkle-chained; offline-verifiable against pinned public keys. Hosted platform with hybrid post-quantum signing at etch.systems.
Stars
22
7 days
0
Reddit posts, 30 days
0
Python
patchloom/patchloomRuns locallyNo key needed
Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a generic filesystem MCP.
Stars
18
7 days
0
Reddit posts, 30 days
0
Rust
berkkilicoglu/google-health-fitbit-mcpRuns locallyNo key needed
Connect your Fitbit / Pixel Watch data to any AI assistant via MCP. Read-only MCP server for the Google Health API. Your health data → any AI assistant, tokens never leave your machine.
Stars
17
7 days
+1
Reddit posts, 30 days
0
TypeScript
ouestcharlie/ouestcharlie-woofRuns locallyNo key needed
Woof is the main agent of Où est Charlie, a modern photo gallery based on MCP and decentralized database
Stars
8
7 days
n/a
Reddit posts, 30 days
0
Python
slp-dev1/qwen-dap-mcpRuns locallyNo key needed
Autonomous native crash debugging for Qwen Code via DAP → MCP. CodeLLDB, crash dumps, runtime evidence and agentic verification.
Stars
3
7 days
n/a
Reddit posts, 30 days
0
TypeScript
knockoutez/wigoloRuns locallyNeeds a key
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
Stars
5,445
7 days
+16
Reddit posts, 30 days
0
TypeScript
hashgraph-online/hol-guardRuns locallyNo key needed
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
Stars
795
7 days
+117
Reddit posts, 30 days
0
Python
ronak-create/fablecutRuns locallyNo key needed
Zero-dependency browser video editor that AI agents can drive — JSON timeline, MCP + REST, live-reloading UI
Stars
702
7 days
+5
Reddit posts, 30 days
0
JavaScript
samvallad33/vestigeRuns locallyNo key needed
Local deterministic memory and safety kernel for AI agents. Replaces vector RAG with STRATA, a cryptographically signed, append-only ledger, so every agent state carries proof. Uses causal_walk engine to trace execution failures back to their root cause, and Operator Lite to block destructive terminal terminal commands before they ever run
Stars
645
7 days
+6
Reddit posts, 30 days
0
Rust
ghost-in-the-droid/android-agentRuns locallyNo key needed
Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over WebDriverAgent, 62 MCP tools, Python skills, a Vue dashboard, and swappable local or cloud LLMs
Stars
377
7 days
+7
Reddit posts, 30 days
0
Python
harimxchoi/google-surf-mcpRuns locallyNo key needed
Turn Google Search, Papers, and Codebases into an Automatic Local Knowledge Graph for AI Agents.
Stars
291
7 days
+1
Reddit posts, 30 days
0
TypeScript
mldsveda/pyscrappyRuns locallyNo key needed
Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-fingerprint stealth to bypass anti-bot filters, CSS/XPath parsing, and 24 built-in scrapers, clean, structured, LLM-ready data from any URL.
Stars
260
7 days
0
Reddit posts, 30 days
0
Python
artymclabin/gmail-mcp-serverRuns locallyNo key needed
A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. This server enables AI assistants to manage Gmail through natural language interactions.
Stars
245
7 days
0
Reddit posts, 30 days
0
TypeScript
jasoncolapietro/suede-creator-skillsRuns locallyNo key needed
Open-source AI skills for SEO, AI search visibility, conversion copy, marketing strategy, and business operations. Reusable workflows for Claude Code and Codex, plus code review, app delivery, and creator tools.
Stars
127
7 days
+1
Reddit posts, 30 days
0
JavaScript
hongnoul/hwatuRuns locallyNo key needed
Headless verification browser for AI coding agents: 35 ms one-call checks, pixel diffs, live human hand-off
Stars
115
7 days
+1
Reddit posts, 30 days
0
Rust
githits-com/githits-cliRuns locallyNo key needed
CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents
Stars
114
7 days
+1
Reddit posts, 30 days
0
TypeScript
zcag/telaRuns locallyNeeds a key
Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text search. Go + PostgreSQL + React/Milkdown.
Stars
74
7 days
+4
Reddit posts, 30 days
0
Go
davidmosiah/google-health-mcpRuns locallyNo key needed
Local-first MCP server for Google Health API v4 (Fitbit + Pixel Watch) — Claude/Cursor/Hermes
Stars
66
7 days
+2
Reddit posts, 30 days
0
TypeScript
firish/webfetchRuns locallyNo key needed
Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with query-dependant TTL that no API offers.
Stars
58
7 days
0
Reddit posts, 30 days
0
Python
synvoya/codeinspectusRuns locallyNo key needed
Local-first MCP security scanner for AI-generated apps. Scan → fix → rescan from Claude Code, Cursor, Codex, and other agents.
Stars
47
7 days
0
Reddit posts, 30 days
0
TypeScript
mtbun/storeshots-mcpRuns locallyNo key needed
Store-ready App Store & Google Play screenshots from any MCP client. Device frames, benefit-driven headlines, exact store dimensions. No API keys.
Stars
24
7 days
0
Reddit posts, 30 days
0
TypeScript
mason-levyy/myfitnesspal-mcpRuns locallyNo key needed
MCP server for MyFitnessPal to log meals, search foods with macros, track trends from Claude or any MCP client
Stars
21
7 days
+2
Reddit posts, 30 days
0
Python
muhammadtalhamt/claude-intercomRuns locallyNeeds a key
Two-way communication bridge between Claude Code sessions using the Channels API
Stars
19
7 days
-1
Reddit posts, 30 days
0
TypeScript
chaandannn/finopsmcpRuns locallyNo key needed
The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
Stars
18
7 days
0
Reddit posts, 30 days
0
Python
getnable/finopsmcpRuns locallyNo key needed
The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.
Stars
18
7 days
0
Reddit posts, 30 days
0
Python
ozankasikci/global-agent-memoryRuns locallyNo key needed
Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner dashboard.
Stars
14
7 days
0
Reddit posts, 30 days
0
Python

Where this comes from

Servers come from the official MCP registry, GitHub topic searches and repositories linked in r/mcp. A server is listed once it has 25 stars, a Reddit post linking it or a community report. Stars are read from GitHub once a day, most recently on 2026-10-07, and a gain is the difference between two readings. GitHub no longer shows when each star was given, so there is no history from before our first reading. "Runs locally" and "needs a key" come from the server's registry entry; a server with no entry shows neither. Stars and posts measure attention. The local reports come from people who ran them.