MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55101 |
Reachy Mini MCP
Claim
Controls Reachy Mini robot, enabling movement of head, body, and antennas, play…
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| 55102 |
n8n-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 55103 |
terminal-guardian-mcp
Claim
Provides secure, sandboxed terminal access for AI assistants via the Model Cont…
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| 55104 |
linkedin-mcp-server
Claim
Enables Claude Desktop to manage your LinkedIn profile and company pages, inclu…
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| 55105 |
tailpipe-mcp
Claim
Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural la…
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| 55106 |
mcp
Claim
Crypto MCP — 99 tools across news, market, on-chain, sentiment, indicators, age…
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| 55107 |
pairwave
Claim
Enables two Claude Code sessions to connect over an end-to-end encrypted channe…
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| 55108 |
brief-mcp
Claim
MCP server for BRIEF.md that captures decisions, constraints, and questions dur…
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| 55109 |
obsidian-mcp-server
Claim
Connects Claude.ai to your local Obsidian vault for full CRUD access, search, a…
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| 55110 |
fal-mcp
Claim
Image generation for Claude using every model on fal.ai, inline in conversation…
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| 55111 |
aws-security-mcp
Claim
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
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| 55112 |
bird-id-mcp
Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
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| 55113 |
pr-review-mcp
Claim
Unified MCP control plane for AI pull request reviews on GitHub.
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| 55114 |
nectar-mcp
Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
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| 55115 |
ssuMCP
Claim
숭실대학교의 모든 정보 제공과 자동화 에이전트 기능을 MCP 표준 도구로 제공하는 공개 서버
지속적으로 업데이트 및 기능 추가 중입니다
공…
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| 55116 |
Othos MCP
Claim
MCP server for the Othos platform that enables AI agents to manage organization…
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| 55117 |
auto_video_generator-mcp
Claim
An MCP-based intelligent video generation system that automatically adds subtit…
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| 55118 |
mcp-govinfo
Claim
Enables access to full text of US government publications from GovInfo.gov. Int…
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| 55119 |
mcp-server-mssql
Claim
Enables AI agents to interact with Microsoft SQL Server databases via MCP, supp…
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| 55120 |
Freebeat MCP server for AI music videos, effects, and media uploads.
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| 55121 |
memory-mcp-server
Claim
Bridges Claude Code and Claude.ai by exposing project memory files over MCP for…
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| 55122 |
gamma-app-mcp
Claim
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| 55123 |
MCP NEAR Wallet Server
Claim
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
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| 55124 |
canvas-mcp
Claim
A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…
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| 55125 |
Python REPL MCP Server
Claim
Provides a persistent Python REPL session as a tool for executing code, managin…
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| 55126 |
react-docs
Claim
MCP server providing AI coding assistants with documentation and source code fo…
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| 55127 |
dart-search-mcp
Claim
Enables searching corporate disclosures from Korea's DART system, including com…
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| 55128 |
PullNexus
Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
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| 55129 |
Elasticsearch MCP Server
Claim
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
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| 55130 |
MCP Server
Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
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| 55131 |
A Model Context Protocol server that enables querying Stack Overflow for progra…
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| 55132 |
Provides weather forecast tools via the Model Context Protocol, enabling users …
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| 55133 |
Broken Link Checker
Claim
An MCP server that lets AI assistants check single URLs, scan HTML content, and…
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| 55134 |
workday-studio-mcp
Claim
A local MCP server that gives Claude direct access to Workday Studio workspace.…
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| 55135 |
jira-mcp-server
Claim
Integrates Jira tickets with GitHub Copilot Chat, fetching ticket details, link…
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| 55136 |
bravelabs
Claim
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| 55137 |
opendss-mcp-server
Claim
Connects Claude AI with EPRI's OpenDSS power system simulator, enabling convers…
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| 55138 |
mcp-server-rust
Claim
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
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| 55139 |
Bitrix24 MCP Server
Claim
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
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| 55140 |
Vexi MCP Server
Claim
Enables MCP clients to search and retrieve structured business data from the Ve…
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| 55141 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 55142 |
Enables managing a parametric CLI command registry with profile isolation and p…
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| 55143 |
sophtron-mcp
Claim
Query bank accounts, credit cards, and transactions via Sophtron's financial da…
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| 55144 |
Bridges ConnectWise PSA and TD Synnex StreamOne distributor into composite sale…
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| 55145 |
AI Context Manager
Claim
Manages .ai/ workspace folder, syncs assets with a cloud service, and generates…
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| 55146 |
istat-mcp-server
Claim
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
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| 55147 |
mcp-nextdoor
Claim
An MCP server for Nextdoor that automates neighborhood feed browsing, marketpla…
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| 55148 |
nobrainr
Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
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| 55149 |
timeweb-mcp-server
Claim
Enables management of Timeweb Cloud resources including servers, databases, Kub…
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| 55150 |
MCP-Grounded
Claim
Multi-agent pipeline for medical image classification with verification-aware a…
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