MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48051 |
elastic-mcp
Claim
A Model Context Protocol server for Elasticsearch, enabling search, index inspe…
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| 48052 |
discord-mcp
Claim
Comprehensive Discord server management through MCP, enabling channel, role, pe…
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| 48053 |
video-editor-mcp
Claim
An MCP server that provides video editing tools via ffmpeg, enabling tasks like…
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| 48054 |
codex-antigravity-bridge
Claim
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
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| 48055 |
taiwan-isbn-mcp
Claim
A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
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| 48056 |
thaibulksms
Claim
MCP server for ThaiBulkSMS and ThaiBulkMail APIs, enabling SMS, email, credit c…
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| 48057 |
RMV MCP Server
Claim
A simple MCP server to call RMV APIs for nearby stations and departure boards.
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| 48058 |
Todoist MCP Server
Claim
A proof-of-concept MCP server that interacts with Todoist using OAuth-based aut…
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| 48059 |
DB Insights MCP Server
Claim
Enables AI assistants to query SQL databases safely with read-only access, allo…
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| 48060 |
MCP Authentication Demo
Claim
A template for building MCP servers with optional per-tool authentication using…
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| 48061 |
opportunity-mcp
Claim
Enables AI assistants to search and filter youth opportunities such as scholars…
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| 48062 |
Semantic Memory MCP
Claim
Enables AI agents to store, search, and recall semantic memories with three mem…
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| 48063 |
PDD Shopping MCP
Claim
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
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| 48064 |
focalboard-mcp
Claim
Enables MCP clients to read and manage boards, cards, comments, checklists, and…
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| 48065 |
Gyeongguk
Claim
Enables Korean legal document processing, case analysis, and consultation using…
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| 48066 |
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
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| 48067 |
yagames-mcp
Claim
MCP server for Yandex Games that enables searching the catalog, managing game d…
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| 48068 |
sabit-mcp
Claim
Enables AI agents to verify email addresses through a multi-signal probabilisti…
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| 48069 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 48070 |
astroway-mcp
Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
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| 48071 |
skill-router
Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
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| 48072 |
Renderly MCP
Claim
Enables AI agents to capture clean web screenshots and extract main article con…
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| 48073 |
framer-mcp
Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
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| 48074 |
Enables semantic search over TwinCAT 3 documentation using natural language que…
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| 48075 |
Bug Bounty MCP Server
Claim
Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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| 48076 |
vcf-mcp-sddc-vc
Claim
Enables natural language interaction with VMware SDDC Manager and vCenter APIs …
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| 48077 |
altic-mcp
Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
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| 48078 |
Partglyph MCP Gateway
Claim
Deterministic industrial parts replacement engine with official catalogs and ex…
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| 48079 |
DocGen MCP Server
Claim
Automates the creation of standardized documentation by extracting information …
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| 48080 |
blog
Claim
Cloudflare Workers MCP server: blog
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| 48081 |
Plex-MCP
Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
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| 48082 |
Yandex Wordstat MCP
Claim
MCP server for querying Yandex Wordstat via Yandex Cloud Search API. Enables ch…
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| 48083 |
Parlay
Claim
Remote MCP server for prediction markets — search and compare live odds across …
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| 48084 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
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| 48085 |
japan-transit-mcp
Claim
Enables route planning and transit information retrieval for Japan using the pu…
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| 48086 |
AEP MCP Server
Claim
Two MCP servers that give Claude and any MCP-compatible client natural-language…
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| 48087 |
adsb-mcp-server
Claim
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
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| 48088 |
mcp-ai-workspace
Claim
Exposes document retrieval as an MCP tool, enabling LLMs to search a local vect…
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| 48089 |
@openar/mcp
Claim
MCP server for Portuguese Parliament open data, enabling AI agents to access le…
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| 48090 |
aion
Claim
A shared working-state layer for AI coding tools that provides a persistent not…
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| 48091 |
Mi Fitness MCP
Claim
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
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| 48092 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 48093 |
personal-llm-wiki-kit
Claim
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
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| 48094 |
nj-realtor-mcp
Claim
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
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| 48095 |
A governed MCP server for Saudi open data sources (SAMA, stats.gov.sa, Ministry…
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| 48096 |
resume-editor-mcp
Claim
MCP server for AI-native resume optimization, providing tools to load JD, analy…
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| 48097 |
femtech-radar
Claim
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
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| 48098 |
zh-dict-mcp
Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
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| 48099 |
Official MCP server for the Perplexity API Platform, enabling AI assistants to …
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| 48100 |
MCP server for the Productboard API v2. Provides 30 tools covering entities, no…
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