MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36201
PrajwalPrashanth
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
N/A N/A
36202
matthieurosset
MCP server for managing a media server stack (Plex, Radarr, Overseerr, Bazarr, …
N/A N/A
36203
elabbarw
Read-only access to Oracle Fusion Cloud ERP data via natural language queries, …
36204
VautlixDevelopment
Enables Claude to interact with the Vaultix Payment API for managing charges, c…
81
36205
mailgent
hivekey.ai Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
81
36206
8ncg92gm86-bit
Apple MCP Claim
Integrates with Apple apps on macOS to enable AI-powered automation of Messages…
N/A N/A
36207
angelina10504
Provides AI agents with Indian fintech utilities including IFSC bank lookups, P…
N/A N/A
36208
Elmoaid
TempoGraph Claim
Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
N/A N/A 95
36209
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
36210
dandeliongold
Provides current time and time difference calculations in ISO format (YYYY-MM-D…
36211
moniantov
timera Claim
AI Chief of Staff for your time. Drift score, calendar, goals, and AI coaching.
N/A N/A 83
36212
el95149
Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
N/A N/A
36213
krejcif
Magector Claim
Technology-aware MCP server for Magento 2 and Adobe Commerce with intelligent i…
N/A N/A
36214
jangisaac-dev
OwlOCR MCP Claim
A macOS-based MCP server that enables high-accuracy text extraction from PDF an…
N/A N/A 95
36215
retospect
sortie-mcp Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
36216
soil-dev
capsulemcp Claim
MCP server for [Capsule CRM](https://capsulecrm.com). 81 tools (49 in read-only…
36217
Oliver0804
cynthion-mcp Claim
Drive a Cynthion USB test instrument from an LLM via the Model Context Protocol…
N/A N/A
36218
Oreo-Tech
oci-mcp Claim
Model Context Protocol (MCP) server exposing Oracle Cloud Infrastructure tools,…
36219
ivoryttang
Chemistry VC Claim
Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…
N/A N/A 95
36220
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
36221
yuhuison
wiki-mcp Claim
N/A N/A 95
36222
CSOAI-ORG
MCP server for creating and managing digital human models with built-in EU AI A…
N/A N/A
36223
aidb Claim 1
Debug any supported language with breakpoints, variable/state inspection, and s…
N/A N/A 81
36224
Yrobot
Aggregated search API service that provides real-time web search capabilities f…
36225
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
N/A N/A 95
36226
JamesANZ
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
N/A N/A
36227
khshanovskyi
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
36228
BU3NO77XL
Undetectable browser automation server for MCP-compatible AI agents, offering 2…
N/A N/A
36229
teampromptpioneers
Enables generation of enterprise-grade software templates with built-in GDPR/Sw…
81
36230
honeybadger-technologies
FinOpsGuard Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
36231
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
N/A N/A 81
36232
0xYubo
Ripple-MCP Claim
A field-level semantic change impact analysis MCP server for Claude Code, enabl…
N/A N/A
36233
stuzero
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
36234
moonbirdai
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
N/A N/A
36235
lazymac2x
blog Claim
Cloudflare Workers MCP server: blog
36236 N/A N/A 95
36237
chimpmatic
ga4-mcp Claim
An MCP server integrating Google Analytics 4, Search Console, and Indexing API,…
36238
hughsibbele
Canvas Agent Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
36239
MadhanMohanReddy2301
Code Box Claim
A self-hosted MCP server providing stateful code execution (Python/JavaScript) …
36240
iFurySt
👾 Open Browser Use – Open-Source Alternative to Codex Browser Use
N/A N/A
36241
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
36242
curievision
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
36243
7Majesty-M
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
N/A N/A
36244
AtlasDevHQ
Atlas Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
N/A N/A
36245
amareshwarvarma
Enables interaction with Users and Products through a CRUD service REST API, pr…
81
36246
kanthirayakota-cloud
Enables employees to check leave balance, apply for leave, and view leave histo…
N/A N/A
36247
gowtham0992
redline Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
N/A N/A
36248
universal-mcp
Provides a standardized MCP interface for interacting with HTTP tools and servi…
36249
sjcripps
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
81
36250
maithanhduyan
pg-mcp Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
Showing 36201–36250 of 43552 servers
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