MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58751 |
renxt-mcp
Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
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| 58752 |
bhagavad-gita
Claim
Enables access to the Bhagavad Gita, a Hindu scripture, through natural languag…
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| 58753 |
mcpserver_test
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| 58754 |
kr-legislation-mcp
Claim
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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| 58755 |
AnyRouter Spawn Agent
Claim
MCP fallback that launches and monitors local codex exec agents when native sub…
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| 58756 |
ByJG Open Source Docs
Claim
Search the ByJG open source documentation: PHP, DevOps, Helm, JavaScript and AI…
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| 58757 |
Memory Kernel
Claim
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
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| 58758 |
Neo — AI/ML Engineering
Claim
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…
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| 58759 |
Keshro MCP
Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
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| 58760 |
Toss Invest MCP
Claim
Enables MCP clients to read Toss Securities market data and account info, and o…
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| 58761 |
datalastic-mcp
Claim
MCP server that enables AI assistants to access real-time vessel tracking, port…
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| 58762 |
Kubeflow MCP Server
Claim
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
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| 58763 |
Cowboy MCP
Claim
Open-source WordPress plugin that turns any site into a Streamable HTTP MCP ser…
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| 58764 |
llama-mcp
Claim
Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
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| 58765 |
Context Engine
Claim
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
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| 58766 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 58767 |
contract-automation
Claim
AI contract automation with partner-level redlines, OOXML Track Changes, and ri…
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| 58768 |
JobHound
Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
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| 58769 |
TypeScript Starter
Claim
Kickstart a TypeScript project with ready-to-use features for calculations, gre…
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| 58770 |
crawlora-mcp
Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
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| 58771 |
nuria-mcp
Claim
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| 58772 |
Jobber MCP Connector
Claim
Connects Claude to Jobber to manage clients, jobs, invoices, quotes, and schedu…
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| 58773 |
@career-now/mcp
Claim
Enables AI agents to search and explore a large database of tech job listings w…
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| 58774 |
cosmos
Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
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| 58775 |
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
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| 58776 |
geo-globe
Claim
MCP server for generating interactive 3D Earth visualizations with annotated ne…
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| 58777 |
aria-mcp-helligdage-dk
Claim
Exposes Danish public holidays and notable days to AI assistants via the Model …
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| 58778 |
Letterboxd MCP Server
Claim
Enables AI models to interact with Letterboxd data and perform account actions …
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| 58779 |
Précis-MCP
Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
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| 58780 |
rag
Claim
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk conte…
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| 58781 |
agentdataboundary-mcp
Claim
Permission boundary receipts for ChatGPT agents.
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| 58782 |
Opik MCP Server
Claim
Integrate seamlessly with your IDE and access all Opik features through a stand…
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| 58783 |
LLMIntel Model Lifecycle
Claim
Check whether an LLM model id is deprecated, retiring, or retired, and what to …
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| 58784 |
@dwsm/changelog-mcp
Claim
Enables safe changelog management for AI assistants with append-only entries, a…
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| 58785 |
An MCP server for causal effect estimation from observational data, powered by …
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| 58786 |
soonar-mcp
Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
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| 58787 |
sports
Claim
Live football scores, match summaries, and fan clip links from Vublox. No API k…
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| 58788 |
Complete Vinted MCP and CLI Server
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| 58789 |
A production-grade MCP server that automates financial compliance audits by com…
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| 58790 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 58791 |
memory-bank-mcp-mongodb
Claim
MCP server for MongoDB-powered memory bank management with multi-project isolat…
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| 58792 |
MCPVet
Claim
Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
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| 58793 |
a2areplayreceipt-mcp
Claim
Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and rev…
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| 58794 |
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
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| 58795 |
neatcode-mcp
Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
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| 58796 |
fix-my-comments-mcp
Claim
MCP server that exposes code review tasks from the Fix My Comments VS Code exte…
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| 58797 |
Profitpather
Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
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| 58798 |
meta-threads-mcp
Claim
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
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| 58799 |
Smithery AuthKit
Claim
Enable seamless creation and management of authentication workflows for your ap…
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| 58800 |
oncrawl-mcp-server
Claim
MCP server that exposes OnCrawl's API for use with Claude Code and Claude Deskt…
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