MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48601 |
MCP-Server for MSSQL
Claim
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
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| 48602 |
cesm-runner-mcp
Claim
MCP server for driving CESM case lifecycle: setup, build, submit, and monitor. …
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| 48603 |
mcp-entertainment-feeds
Claim
Provides curated entertainment and culture feeds with tools to list, read, and …
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| 48604 |
RanchHand
Claim
Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools…
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| 48605 |
Offload MCP
Claim
Delegates real-world digital tasks to vetted humans directly from AI chat. Prov…
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| 48606 |
liongard-mcp
Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
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| 48607 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
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| 48608 |
lighter-mcp
Claim
A portable MCP server that exposes Lighter trading to any MCP-capable agent wit…
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| 48609 |
HuGR Tools
Claim
A monorepo of MCP toolkits for Cloudflare Workers, providing over 630 tools acr…
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| 48610 |
神岛数据统计 MCP 服务器
Claim
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
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| 48611 |
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
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| 48612 |
OpenCode Browser MCP
Claim
Enables AI agents to browse the web, interact with pages, fill forms, and extra…
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| 48613 |
DNS analytics and optimization. Debug DNS issues and optimize performance based…
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| 48614 |
Luma Events MCP Server
Claim
Enables users to search and discover upcoming tech events, conferences, and mee…
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| 48615 |
agrasandhany
Claim
Turns local plain-text notes into searchable long-term memory for AI agents thr…
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| 48616 |
Enables advanced browser automation using real Brave Browser with 49 tools for …
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| 48617 |
repiscope
Claim
Read-only MCP server: your agent sees all your sibling repos but structurally c…
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| 48618 |
test
Claim
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| 48619 |
easy-equities-mcp
Claim
An MCP server that enables querying Easy Equities and Satrix investment account…
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| 48620 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 48621 |
deal-intel-mcp
Claim
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
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| 48622 |
asic-mcp
Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
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| 48623 |
braintrust
Claim
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| 48624 |
Word Live MCP Server
Claim
A Windows MCP server that attaches to a running Microsoft Word instance via COM…
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| 48625 |
In-memory vector search API for AI agents. Store documents and query by semanti…
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| 48626 |
Excel MCP Server
Claim
Enables LLMs to work with Excel and CSV files through structured tools for work…
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| 48627 |
atlassian-ai-toolkit-mcp
Claim
MCP server for AI assistants to interact with Atlassian Jira and Confluence Clo…
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| 48628 |
Enables monitoring and management of Apache Cassandra and DataStax Enterprise c…
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| 48629 |
dyslex.ia
Claim
Accessibility MCP server and Agent Skills for AI agents. Requires Superpowers.
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| 48630 |
Facebook MCP Server
Claim
A Model Context Protocol (MCP) server implementation that provides Facebook Pag…
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| 48631 |
remote-mcp-oauth-github
Claim
Enables Claude to authenticate with GitHub OAuth and access tools for user info…
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| 48632 |
claude-preview-mcp
Claim
Provides dev-server lifecycle management and Chrome browser automation tools (1…
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| 48633 |
chord-synth
Claim
Generates chord progression WAV files with 28 presets, 22 arpeggio patterns, 7 …
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| 48634 |
Awesome Linux MCP Server
Claim
Enables AI models to securely control remote Linux servers via SSH for command …
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| 48635 |
ai-scanner-mcp
Claim
MCP server for ai-scanner that enables AI agents to scan codebases for LLM usag…
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| 48636 |
issue-fix-mcp
Claim
A Model Context Protocol server that enables coding agents to search for and re…
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| 48637 |
budget-aware-mcp
Claim
Model-agnostic code memory MCP server using budget-aware graph retrieval for AI…
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| 48638 |
marketlens-llm-mcp
Claim
Enables product enrichment with sentiment analysis, category mapping, and attri…
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| 48639 |
REST API MCP Server
Claim
A dynamic MCP server that automatically discovers and generates tools from any …
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| 48640 |
thudong-mcp-claude
Claim
MCP server for querying survey feedback and statistics regarding the 'Thudong' …
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| 48641 |
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
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| 48642 |
RAGFlow MCP Server
Claim
Enables listing datasets, creating chat assistants, and chatting with them via …
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| 48643 |
misata-mcp
Claim
Generate realistic multi-table synthetic datasets from plain English. Supports …
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| 48644 |
geo-mcp
Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
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| 48645 |
WordPress MCP
Claim
Enables AI models to interact with WordPress sites through standardized MCP int…
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| 48646 |
vikunja-mcp
Claim
A stateless FastMCP server that exposes the Vikunja REST API as MCP tools for m…
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| 48647 |
edumints-scorm-mcp
Claim
Builds SCORM 2004 compliant e-learning courses locally with automated packaging…
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| 48648 |
Enables AI assistants to interact with IBM ODM Decision Center for managing bus…
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| 48649 |
obsidian-mcp-guard
Claim
Provides read/write file tools with lint validation to prevent agents from writ…
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| 48650 |
MCP-Server
Claim
Enables querying a structured CV and sending test emails via Ethereal through a…
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