MCP Server Quality Scores

Independent quality analysis of 60600 public MCP servers

60600
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60501
abhi-d-git
git-mcp Claim
Standalone MCP server for GitHub that enables repository management, branch ope…
60502
artfulhacker
A Model Context Protocol (MCP) server that provides seamless integration with t…
60503
JUNKDOGE-JOE
ae-mcp Claim
Enables MCP clients to drive Adobe After Effects via a Python server and CEP pa…
N/A N/A
60504
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
60505
moonbanking
Provides AI agents with live access to a global directory of consumer and busin…
60506
oculairmedia
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
60507
Jiashuz123
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
60508
pslkk
Industry-grade MCP gateway for OpenClaw environments with three core capabiliti…
60509
olavocarvalho
Enables AI agents to read, edit, execute cells, and capture outputs from Jupyte…
N/A N/A
60510
katokdoescode
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
60511
MattKilmer
voteship Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
N/A N/A 83
60512
Twine2546
Enables interaction with Twilio API services including messaging, voice, and St…
81
60513
fastmcp-me
Enables searching and retrieving content from Grokipedia, with tools for page l…
60514
esakrissa
A Model Context Protocol (MCP) server that allows LLMs to search for hotels and…
60515
horsfallnathan
A Model Context Protocol server that provides programmatic access to Firefly II…
60516
thedavidquan01
Highly-performant MCP server for Obsidian vaults enabling sub-millisecond retri…
N/A N/A
60517
GenAICPA
A Model Context Protocol server that provides access to the GLEIF REST API for …
60518
Captain-Jay29
polyg-mcp Claim
A multi-graph memory MCP server that traces cause-effect chains across semantic…
N/A N/A
60519
3viky
Provides domain registration pricing from Joker.com and generates affiliate pur…
81
60520
harsh5i
Flux Memory Claim
Flux Memory is an MCP server that provides a self-organizing weighted graph mem…
N/A N/A
60521
cyberofficial
Serves RootApp documentation files with search and retrieval capabilities, enab…
N/A N/A
60522
Marary
Enables sending emails (including mass emailing), querying, updating, and cance…
60523
Obi49
colber-mcp Claim
Trust + coordination infrastructure for the agent economy. 27 tools across 6 Co…
N/A N/A
60524
zersys
Enables AI agents to inspect, log, and control React Native apps on Android emu…
N/A N/A
60525
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
60526
monteiro-consulting
eaight Claim
An AI-native web browser that exposes a full MCP server, letting Claude Code, C…
N/A N/A
60527
adanb13
cirdan Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
N/A N/A
60528
vatnode
vatnode-mcp Claim
Official MCP server for **EU VAT validation** via the EU Commission's VIES serv…
60529
lazymac2x
Cloudflare Workers MCP server: diff-patch-tools
60530
aigentive
Enables conversational analysis of YouTube videos using Gemini 2.5 Pro, support…
60531
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
60532
Zafer-Liu
Enables AI assistants to create, edit, and export flowcharts through a local we…
N/A N/A
60533
lovieco
Form companies, manage bank accounts, cards, invoices and more — directly from …
60534
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
60535
schwarztim
Enables AI assistants to manage Empire listeners, stagers, agents, modules, and…
60536
ndungukamami-sketch
A secure MCP server that enables Claude to read, search, send, reply, forward, …
N/A N/A
60537
jjjona
jade-memory Claim
Two MCP servers (knowledge base and journal) enabling AI agents to persistently…
N/A N/A
60538
scarter4work
Enforces client-mandated development workflows with audit trails, state persist…
N/A N/A
60539
SantipBarber
Enables LLMs to search Odoo modules in OCA repositories using hybrid search (se…
60540
groupdocs-signature
MCP server for GroupDocs.Signature — sign, search and verify document signature…
N/A N/A
60541
Rixmerz
blob-svg-mcp Claim
MCP server for generating organic, customizable blob shapes as SVG using sinuso…
60542
sanchirico
camacho-mcp Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
N/A N/A 95
60543
Evanciel
stellavault Claim
Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault…
N/A N/A
60544
ashwani983
AI-powered git diff analysis with human-readable explanations, risk flags, and …
N/A N/A
60545
cryptosun
1000+ Generative Engine Optimization (GEO) principles exposed via MCP for AI ag…
60546
LuuOW
qrouter Claim
Quantum natural-language retrieval MCP server that ranks text passages by seman…
60547
felores
A security-hardened MCP server for TickTick that enables managing your tasks di…
60548
wander8jackson
avocado-ai Claim
Generate AI images, videos, UGC ads, and product photos directly from Claude, C…
81
60549
codebycinar
Pre-transaction security gate for Pharos AI agents that analyzes contract bytec…
60550
Lucav21
heu-mcp Claim
HEU Legal e-signature MCP: manage HEU documents and PDFs, prompt signers, downl…
N/A N/A
Showing 60501–60550 of 60600 servers