MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 5 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67051 |
A demonstration MCP server for exploring MCP prompts with 10 reusable developme…
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| 67052 |
sentineltm
Claim
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| 67053 |
Enables remote MCP connections with Cloudflare Access OAuth authentication, pro…
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| 67054 |
minecraft-rcon-mcp
Claim
Exposes Minecraft server commands via RCON as a tool, and optionally powers an …
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| 67055 |
GitHub MCP Server
Claim
Enables AI assistants to interact with GitHub repositories via the REST API, su…
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| 67056 |
Cerebro
Claim
A cognitive memory system for AI that provides persistent memory, learning, cau…
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| 67057 |
MCP server providing access to the Earth616 Defense Supply Chain and Documentat…
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| 67058 |
neovim-mcp
Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
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| 67059 |
mcp
Claim
Crypto social intelligence from X and Telegram, plus the Elfa Auto condition en…
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| 67060 |
Nexus Finance
Claim
Nexus Finance API — compliance audit, VaR/RWA risk, market quotes and case mana…
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| 67061 |
Keepa MCP Server
Claim
Provides conversational access to Keepa's product and sales data for product re…
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| 67062 |
earnlayer
Claim
We help AI startups offset inference costs by monetizing user intent with conte…
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| 67063 |
bias-detection-mcp
Claim
AI bias detection and fairness assessment for AI agents. Instant bias risk scan…
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| 67064 |
Enables AI-native access to Swiss cultural heritage data from SIK-ISEA (artists…
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| 67065 |
A standalone MCP server for Beeswax Shares, an SMSF portfolio app. It enables C…
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| 67066 |
ollqd
Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
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| 67067 |
A template for deploying Model Context Protocol servers on Cloudflare Workers w…
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| 67068 |
mcp-gaming-feeds
Claim
Enables AI agents to list, read, and fetch gaming news feeds from curated sourc…
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| 67069 |
ARPI MCP
Claim
AI-powered ECG analysis: submit ECG images and receive diagnosis reports from A…
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| 67070 |
Elicitly Pro
Claim
Human-in-the-loop for AI agents over MCP: durable approvals with a hosted revie…
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| 67071 |
Dynamo MCP
Claim
Exposes cookiecutter templates through MCP, enabling discovery, registration, m…
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| 67072 |
synapse-research
Claim
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
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| 67073 |
Earl
Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
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| 67074 |
agentKimi
Claim
MCP server that runs Kimi K2.7-code as an autonomous coding agent inside a bubb…
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| 67075 |
crosscheck
Claim
MCP server that automatically cross-checks claims from Reddit posts against tru…
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| 67076 |
Cobalt Strike MCP Server
Claim
Enables management of Cobalt Strike red team operations through natural languag…
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| 67077 |
serena
Claim
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| 67078 |
Enables AI agents to perform multi-platform searches (Douyin, Xiaohongshu, Zhih…
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| 67079 |
sostenuto
Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
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| 67080 |
Spotify MCP Server
Claim
A MCP server for controlling Spotify playback, searching for content, and manag…
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| 67081 |
Frank
Claim
AI-moderated voice interviews with your customers, delivering themes and insigh…
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| 67082 |
Jangteo
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| 67083 |
ATProto MCP Server
Claim
An MCP server for interacting with the AT Protocol (ATProto) ecosystem, includi…
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| 67084 |
MCP GitHub Server
Claim
HTTP MCP server for GitHub API with tools for file manipulation, commit listing…
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| 67085 |
Local Voice MCP
Claim
Enables MCP clients to speak by running local voice models using Chatterbox Tur…
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| 67086 |
TuringTap
Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
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| 67087 |
Alfraid
Claim
An AI-powered TODO list MCP server with categories, timeboxing, and due dates, …
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| 67088 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 67089 |
HODDS
Claim
Find software, SaaS and APIs for a need in a sourced catalogue organised by bus…
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| 67090 |
HotAPI Docs
Claim
Read-only HotAPI documentation: search integration guides and inspect OpenAPI o…
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| 67091 |
Fubon MCP Server
Claim
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
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| 67092 |
AppTweak MCP Server
Claim
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
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| 67093 |
mcp-deepl
Claim
Enables text translation using DeepL API, supporting source/target languages an…
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| 67094 |
scrapegraph-mcp-testing
Claim
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| 67095 |
MCP Knowledge Service
Claim
Provides hybrid retrieval (dense + BM25 + RRF) with collection-based isolation …
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| 67096 |
clickup
Claim
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| 67097 |
TrainingPeaks MCP Server
Claim
Enables AI assistants to interact with TrainingPeaks accounts to analyze traini…
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| 67098 |
Day One MCP Server
Claim
Read-only MCP server for Day One journal on macOS, enabling search and browsing…
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| 67099 |
gaff-check
Claim
Enables AI agents to perform due diligence on Irish properties by querying publ…
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| 67100 |
MCP Data Analyst Server
Claim
Transforms AI assistants into data analysts by enabling CSV and Google Sheets i…
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