MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60951 |
Aparavi MCP Server
Claim
Integrates with Aparavi's document processing API to allow LLMs to process docu…
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| 60952 |
App Adapter
Claim
An MCP server that translates human GUI actions into machine-executable command…
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| 60953 |
Provides a standardized interface for interacting with Contentful's tools and s…
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| 60954 |
Enables PDF manipulation including text, images, annotations, form fields, page…
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| 60955 |
mcp-uuid
Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
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| 60956 |
Agent Data Gateway
Claim
Middleware that converts existing APIs/DBs into MCP tools with secure credentia…
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| 60957 |
mcp-bigquery-evals
Claim
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
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| 60958 |
codecks-mcp
Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
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| 60959 |
neosql-mcp
Claim
Enables MCP hosts to use NeoSQL Desktop tools for database management, includin…
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| 60960 |
mcp-dora
Claim
DORA compliance scanner MCP server that scans projects for regulatory gaps, cla…
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| 60961 |
ip_search
Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
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| 60962 |
ragflow-mcp-server-fixed
Claim
A fixed MCP server that interacts with RAGFlow for dataset management and chat …
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| 60963 |
ynab-mcp-bridge
Claim
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
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| 60964 |
aceternity-mcp
Claim
MCP server for Aceternity UI components, enabling AI assistants to discover, se…
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| 60965 |
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
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| 60966 |
fetch-weather
Claim
Enables users to get weather forecasts for any city using the Open-Meteo API th…
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| 60967 |
Budget Planner MCP
Claim
Enables budget management, scenario creation, and value updates through natural…
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| 60968 |
transmission-mcp-server
Claim
Enables controlling a Transmission torrent daemon, allowing adding, listing, co…
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| 60969 |
AVA
Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
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| 60970 |
kobiton
Claim
Enables mobile device management, app upload, automation session execution, and…
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| 60971 |
MCP server for Huly project management — enables managing issues, documents, pe…
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| 60972 |
Yarr MCP
Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
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| 60973 |
Resistance Tools MCP
Claim
MCP server for managing TON blockchain sites, deployments, DNS, and storage via…
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| 60974 |
arcticdb-mcp
Claim
An MCP server for structured read/write access to ArcticDB, enabling AI assista…
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| 60975 |
Okta MCP Server
Claim
An MCP server for managing Okta users (CRUD operations) with full OAuth 2.1 com…
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| 60976 |
jishics-mcp-server
Claim
Enables AI assistants to search, compare, and order corporate financial and tax…
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| 60977 |
synthlab-mcp
Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
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| 60978 |
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
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| 60979 |
forgejo-mcp
Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
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| 60980 |
NetSuite MCP Server
Claim
A Model Context Protocol (MCP) server providing access to NetSuite data through…
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| 60981 |
sc-mcp
Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
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| 60982 |
notion-mcp-server
Claim
Enables natural language interaction with Notion workspace, including search, p…
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| 60983 |
docker-mcp
Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
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| 60984 |
swehockey
Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
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| 60985 |
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
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| 60986 |
DevsContext
Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
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| 60987 |
hAIve MCP
Claim
Enforces team knowledge and workflow policies for AI coding agents by providing…
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| 60988 |
AI Consultant MCP Server
Claim
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
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| 60989 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 60990 |
Military Time MCP Server
Claim
Provides current time in military format (HHMMSS) with or without date. Enables…
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| 60991 |
MCP Redis Server
Claim
MCP server for Redis interaction with dynamic connection setup and management.
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| 60992 |
Webex Calling MCP Server
Claim
Manages your entire Webex Calling infrastructure using natural language through…
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| 60993 |
ntropy-mcp
Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
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| 60994 |
Web Search MCP Server
Claim
This MCP server provides tools for AI agents to search the web, fetch page cont…
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| 60995 |
SG Gov MCP Server
Claim
Unified MCP server offering 30 tools for Singapore government and public data i…
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| 60996 |
Issues, verifies, and exchanges portable cryptographic compliance passports for…
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| 60997 |
Kdenlive MCP
Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
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| 60998 |
Remnawave Tools MCP
Claim
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
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| 60999 |
mcp-page-monitor
Claim
Enables monitoring web pages for changes using Playwright, storing snapshots in…
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| 61000 |
Narwal MCP Server Clone
Claim
A TypeScript MCP server for querying React component documentation, searching a…
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