MCP Server Quality Scores
Independent quality analysis of 66427 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64951 |
serial-mcp
Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
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| 64952 |
Validates legal citations against the CourtListener database to detect hallucin…
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| 64953 |
禅道 MCP Server
Claim
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
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| 64954 |
brasil-mcp-essentials
Claim
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
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| 64955 |
pdfspark-api
Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
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| 64956 |
pywebview-mcp
Claim
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
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| 64957 |
Organizer MCP Server
Claim
Enables Claude to intelligently organize files by scanning folders, detecting d…
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| 64958 |
@mcp-abap-adt/proxy
Claim
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
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| 64959 |
mysql-mcp
Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
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| 64960 |
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
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| 64961 |
Cybersecurity MCP Server
Claim
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
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| 64962 |
Singapore payments for AI agents — PayNow QR via HitPay. Never holds funds.
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| 64963 |
Canvas LMS MCP Server
Claim
Enables AI assistants to access Canvas LMS course content, including assignment…
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| 64964 |
fallbooksonboard-mcp
Claim
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 64965 |
kb-mcp
Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
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| 64966 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 64967 |
OrchestrateKit MCP
Claim
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
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| 64968 |
ChromeWire MCP
Claim
Real browser tabs for AI agents through a safe localhost MCP bridge, enabling c…
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| 64969 |
formio-mcp
Claim
Create and manage Form.io forms, resources, actions, roles, and projects from y…
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| 64970 |
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
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| 64971 |
MCP LLM Generator v2
Claim
Production-ready MCP server enabling LLM text generation, template management, …
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| 64972 |
open-edison
Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
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| 64973 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
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| 64974 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps for managing work items, re…
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| 64975 |
gmail-mcp-server
Claim
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| 64976 |
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
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| 64977 |
Search coding challenge solutions by keyword and optionally filter by programmi…
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| 64978 |
playwright-mcp
Claim
Provides browser automation capabilities for AI assistants, enabling web naviga…
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| 64979 |
scrapedatshi-mcp
Claim
Enables scraping, crawling, structured data extraction, and vector DB synchroni…
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| 64980 |
mcp-server-saxo
Claim
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
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| 64981 |
super-mcp
Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
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| 64982 |
example-mcp-server-streamable-http-stateless
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| 64983 |
confluence-adf-mcp
Claim
An MCP server for reading and writing Confluence pages in native Atlassian Docu…
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| 64984 |
FutureSearch MCP Server
Claim
Give your AI a research team. Forecast, score, classify, or research every row …
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| 64985 |
GitLab CI MCP Server
Claim
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 64986 |
mcp-server-efi
Claim
Enables interaction with Efí Bank's API for PIX payments, charge management, we…
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| 64987 |
DataDoe MCP
Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
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| 64988 |
gemini-cli-bridge
Claim
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
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| 64989 |
Anava MCP Server
Claim
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
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| 64990 |
colab-mcp
Claim
An MCP server for interacting with Colab.
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| 64991 |
Codex Gemini Web Bridge
Claim
Enables Codex to interact with Gemini Web through browser automation, allowing …
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| 64992 |
bar-assistant-mcp
Claim
MCP server for Bar Assistant that enables searching cocktails, managing ingredi…
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| 64993 |
Jira-Next-Gen
Claim
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
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| 64994 |
ClickHouse
Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
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| 64995 |
Ombre Brain
Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
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| 64996 |
Enables deterministic visual and structural analysis of PDF and DOCX documents,…
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| 64997 |
File Manager MCP
Claim
Enables AI agents and LLMs to perform comprehensive file system operations incl…
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| 64998 |
cocos-mcp-v2-ui
Claim
Enables MCP clients to control Cocos Creator 2.x for UI design, such as transla…
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| 64999 |
live-mcp-for-obsidian
Claim
A live MCP server that connects AI assistants to a running Obsidian instance, e…
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| 65000 |
arena-mcp
Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
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