MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64451
org-mobicycle
MCP server for posting and managing LinkedIn content, supporting personal and c…
64452
foxter-io
mcp-mysql Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
64453
vichhka-git
A Python MCP server that decompiles Android APK/XAPK/JAR/AAR files and extracts…
N/A N/A
64454
bearded-giant
A comprehensive Model Context Protocol (MCP) server that provides complete acce…
64455
MakiDevelop
mdMCP Claim
Turns Markdown files into local MCP servers, enabling users to define and run t…
N/A N/A
64456
Hassenamri005
mix_server Claim
Enables AI assistants to interact with local CSV and Parquet data files through…
N/A N/A
64457
sonzin
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
64458
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
64459
knakit
Connect Claude to your IFS Cloud instance and interact with your ERP through na…
N/A N/A
64460
evo-hydra
Enables AI agents to map cross-repository dependencies, detect breaking changes…
N/A N/A
64461
landedjobs
Search AI-native jobs, prepare applications, and study for interviews — from an…
64462
SproitNET
mcp-abap-adt Claim
An MCP server that bridges tools like Cline to SAP ABAP systems, enabling retri…
64463
Finance-LLMs
Enables users to interact with the Upstox trading API via natural language to r…
64464
Isco0819
vault-mcp Claim
Exposes OS keychain or AES-256-GCM encrypted file secrets as MCP tools, allowin…
N/A N/A
64465
RutvikPansare
Reqly Claim
API client with an MCP server. Your agent builds collections from your codebase…
N/A N/A
64466
Seetharam1999
Enables triggering Jenkins builds from IDEs with Slack notifications, requiring…
64467
fireblocks
Enables AI assistants to securely interact with Fireblocks services through the…
64468
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
64469
K-ulucay
An MCP server that converts layered PSD characters into Spine 4.2 rigs with det…
N/A N/A
64470
satish-kori-27
Enables AI assistants to interact with PostgreSQL databases through natural lan…
64471
tamiratias93-gif
MCP server that lets Claude control Google Gemini Omni video generation via a b…
N/A N/A
64472
DonutLabs-ai
An implementation that enables interaction with the Solana blockchain through t…
N/A N/A 95
64473
ColOfAbRiX
Blueprint Claim
Blueprint is an MCP server that enables AI assistants to create C4 software arc…
N/A N/A
64474
MateoSegura
Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
64475
alexnelja
MCP Toolkit Claim
A unified MCP server that provides tools for UI/UX design intelligence, command…
N/A N/A
64476
montyanderson
MCP server for managing Transmission BitTorrent client. Provides tools to add, …
64477
opastorello
Enables AI agents to interact with the Olist ERP (Tiny) API v3, providing 168 t…
64478 N/A N/A 95
64479
SankarPatnaik
Connects to an embedded Kuzu graph database and provides read-only MCP tools fo…
N/A N/A
64480
woodstocksoftware
An MCP server for managing K-12 assessment question banks with IRT metadata, en…
N/A N/A
64481
srotzin
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
64482
Vince-Yi
Enables AI agents to manage projects, tasks, and schedules in JJ Planner throug…
N/A N/A
64483
sandeep-alluru
ClickProof Claim
UI interaction verifier for computer-use agents — tracks which UI elements exis…
N/A N/A
64484
mbaselga
A security-hardened Gmail MCP server for Claude Code that supports reading, lab…
N/A N/A
64485
rafaelkocurek-nvob
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
81
64486
charlieellington
Enables AI agents to manage routes on the Design Canvas infinite canvas app, in…
N/A N/A
64487
MCP-Mirror
Enables AI assistants to interact with Gmail through natural language, supporti…
81
64488
damianhunziker
Provides the current date in multiple formats (e.g., European, ISO, US) via a s…
N/A N/A
64489
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
64490
RosenAdvertising
lawruler-mcp Claim
MCP server for LawRuler Legal CRM. Provides 15 tools for lead/intake creation, …
64491
neuronik-io
drop Claim
Publishes HTML pages straight from your AI assistant to a shareable URL, then l…
64492
Daniil-Sokolskiy
mnemex Claim
An MCP server that ingests books into a structured, cross-linked wiki of source…
N/A N/A
64493
workos
A template for building MCP servers with optional per-tool authentication using…
64494
ber-data
bertron-mcp Claim
MCP server providing access to the BERtron API for aggregating genomic and envi…
64495
Noumenon-ai
Nexus Core Claim
A self-hostable, multi-MCP personal-assistant framework with multi-provider LLM…
N/A N/A
64496
TerminallyLazy
featherless Claim
Enables interaction with FHIR R4 healthcare data through SHARP-on-MCP tools, in…
64497
OleksiiMikotkin
A minimal MCP server for persistent note-taking, enabling create, update, delet…
N/A N/A
64498
DevvGwardo
A hybrid MCP server that proxies Pencil's native design tools and adds utilitie…
N/A N/A
64499
Carlys17
Fetches verified EVM smart contract source code, scans for vulnerabilities, ana…
81
64500
borgi-s
dfxm-geo-mcp Claim
MCP server for the dfxm-geo dark-field X-ray microscopy forward model
N/A N/A
Showing 64451–64500 of 66427 servers