MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56951 |
Kumbuka
Claim
Governed, auditable knowledge your team curates for its AI assistants, self-hos…
|
— | ||||||||
| 56952 |
atlassian-dc-mcp-jira
Claim
MCP server for Atlassian Jira Data Center - search, view, and create issues
|
— | ||||||||
| 56953 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
|
— | ||||||||
| 56954 |
Apache Doris MCP Server
Claim
An MCP server that enables users to interact with Apache Doris databases throug…
|
— | ||||||||
| 56955 |
TIB MCP Server
Claim
A Model Context Protocol server for scholarly tools, enabling AI assistants to …
|
— | ||||||||
| 56956 |
mcp
Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
|
— | ||||||||
| 56957 |
K-Work Trust
Claim
Korean business record validation and workflow safety gates for AI agents.
|
— | ||||||||
| 56958 |
PeakInfer MCP Server
Claim
MCP server for achieving peak inference performance by detecting drift between …
|
— | ||||||||
| 56959 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
|
— | ||||||||
| 56960 |
Google Search MCP Server
Claim
Provides advanced Google Custom Search functionality, web content extraction, a…
|
— | ||||||||
| 56961 |
Proxima
Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
|
— | ||||||||
| 56962 |
Read-only Playwright CI results for agents: new vs known failures, flaky tests,…
|
— | ||||||||
| 56963 |
Memos MCP Server
Claim
MCP server for creating, listing, updating, deleting memos, and managing attach…
|
— | ||||||||
| 56964 |
Google Trends MCP Server
Claim
Provides access to Google Trends data including status, trending questions, and…
|
— | ||||||||
| 56965 |
Менеджер AI-промптов с 24 MCP-инструментами. Поиск, создание, редактирование пр…
|
— | ||||||||
| 56966 |
mcp-tool-server
Claim
A custom MCP server with 6 utility tools (file search, file reading, math calcu…
|
— | ||||||||
| 56967 |
docpilot-mcp
Claim
An MCP server that provides tools to fetch live, version-accurate documentation…
|
— | ||||||||
| 56968 |
ClaimHit
Claim
Find products & standards using a patent - verified targets for licensing or en…
|
— | ||||||||
| 56969 |
codegraphcontext
Claim
|
— | ||||||||
| 56970 |
Podcast Index MCP Server
Claim
Search the Podcast Index: podcasts, episodes, person appearances, trending, fee…
|
— | ||||||||
| 56971 |
SimRelay MCP Server
Claim
Enables AI agents to manage SimRelay SIMs: list, lock, release, read SMS histor…
|
— | ||||||||
| 56972 |
Duffel MCP Server
Claim
Enables LLMs to search and book flights across 300+ airlines, manage travel ord…
|
— | ||||||||
| 56973 |
juno-mcp
Claim
Enables LLMs to interact with MGMU Juno ERP, providing tools to fetch student p…
|
— | ||||||||
| 56974 |
mediora-mcp
Claim
Doctor-reviewed blood-test markers, conditions & symptoms as agent tools. EN/RU…
|
— | ||||||||
| 56975 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
|
— | ||||||||
| 56976 |
TubePull
Claim
Download YouTube videos as MP3/M4A/MP4 from any MCP-compatible AI assistant. Fr…
|
— | ||||||||
| 56977 |
MCP server for SAP ABAP development via the ADT API. Connect AI assistants to y…
|
— | ||||||||
| 56978 |
transaction-coordinator
Claim
AI transaction coordinator + legal-matters platform for real estate and law fir…
|
— | ||||||||
| 56979 |
tilnote-mcp-server
Claim
Enables AI assistants to create, read, search, and update notes on Tilnote, plu…
|
— | ||||||||
| 56980 |
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
|
— | ||||||||
| 56981 |
Gives AI agents full control over Discord server creation and configuration. Ex…
|
— | ||||||||
| 56982 |
imgx
Claim
AI image generation and editing MCP server. Gemini + OpenAI, iterative editing,…
|
— | ||||||||
| 56983 |
Recao
Claim
Rank a competitor's EU App Store ads by longevity. From Apple's official Ad Rep…
|
— | ||||||||
| 56984 |
MT5 MCP Server
Claim
Enables interaction with MetaTrader 5 for market data, technical analysis, Fibo…
|
— | ||||||||
| 56985 |
low-hallucination-vision
Claim
A low-hallucination vision MCP server that uses OpenAI-compatible multimodal mo…
|
— | ||||||||
| 56986 |
OpenAI-compatible MCP server for running image analysis tools against your own …
|
— | ||||||||
| 56987 |
Apideck MCP Server
Claim
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
|
— | ||||||||
| 56988 |
Crossmint HR Airdrop MCP
Claim
Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
|
— | ||||||||
| 56989 |
Agent Traffic Lab
Claim
Execute supported agent tasks through verified providers with fallback and dura…
|
— | ||||||||
| 56990 |
MemCell
Claim
Shared, persistent memory for AI agents: recall before acting, report outcomes …
|
— | ||||||||
| 56991 |
MerchantFlow
Claim
Read-only Shopify and WooCommerce profit analytics: P&L, COGS, product margins,…
|
— | ||||||||
| 56992 |
App Store Publisher MCP
Claim
Enables publishing Android apps to Samsung Galaxy Store and Huawei AppGallery d…
|
— | ||||||||
| 56993 |
banktivity-mcp
Claim
MCP server for accessing and managing Banktivity personal finance data, enablin…
|
— | ||||||||
| 56994 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
|
— | ||||||||
| 56995 |
Midplane
Claim
A gateway between AI agents and Postgres: table access, masking at the source, …
|
— | ||||||||
| 56996 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
|
— | ||||||||
| 56997 |
Create your digital twin: a public page that answers from your own material, wi…
|
— | ||||||||
| 56998 |
mcp
Claim
Visual regression & snapshot testing for AI agents — list runs, read semantic d…
|
— | ||||||||
| 56999 |
Modulos Demo Booking
Claim
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
|
— | ||||||||
| 57000 |
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUIL…
|
— | ||||||||