MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47951 |
Code Index
Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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| 47952 |
mcp-powerpoint
Claim
Enables AI assistants to create and manipulate PowerPoint presentations program…
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| 47953 |
ebay-mcp
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MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 47954 |
sumo-mcp
Claim
Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 47955 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 47956 |
invezgo
Claim
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| 47957 |
test
Claim
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| 47958 |
reddit-mcp-server
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| 47959 |
photography-ai-mcp
Claim
photography-ai-mcp MCP server by MEOK AI Labs
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| 47960 |
VSCode-Perplexity-MCP
Claim
Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
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| 47961 |
is-even-mcp
Claim
Helps AI agents determine whether a number is even or not.
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| 47962 |
linggen-mcp
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| 47963 |
content-distribution
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Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
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| 47964 |
StarUML MCP Server
Claim
Enables creating diagrams or generating code from diagrams in StarUML via promp…
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| 47965 |
rag-knowledge-graph-mcp
Claim
rag-knowledge-graph-mcp MCP server by MEOK AI Labs
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| 47966 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 47967 |
Goldilocks MCP Server
Claim
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
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| 47968 |
bhe_mcp
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Connects LLMs to BloodHound Enterprise for natural language attack path analysi…
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| 47969 |
Git MCP Server
Claim
Enables issue-to-code automation for GitHub and GitLab by connecting AI assista…
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| 47970 |
churn-predictor-ai-mcp
Claim
churn-predictor-ai-mcp MCP server by MEOK AI Labs
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| 47971 |
mcp-server-paystack
Claim
Enables AI assistants to accept payments, verify transactions, and manage custo…
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| 47972 |
persistent-kb-mcp
Claim
A local-first MCP server providing persistent, searchable knowledge base via SQ…
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| 47973 |
salesforce-mcp
Claim
An MCP server that provides comprehensive access to Salesforce Tooling API for …
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| 47974 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 47975 |
BLOT Nado MCP Server
Claim
Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-w…
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| 47976 |
mcp-all-in-one
Claim
Aggregates multiple MCP services into a single unified interface with self-conf…
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| 47977 |
lazy-calculator
Claim
A deliberately broken calculator MCP server that always returns double the corr…
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| 47978 |
drifts
Claim
Multi-sensory AI experiences with time-locked progression and structured sensor…
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| 47979 |
An MCP server that provides [describe what your server does]
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| 47980 |
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
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| 47981 |
brs-docs-mcp
Claim
MCP server for Roku BrightScript documentation and device control, enabling doc…
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| 47982 |
IAC Audit Pack
Claim
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
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| 47983 |
Carbono
Claim
Enables AI to generate images by describing them with HTML using Tailwind CSS a…
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| 47984 |
selvo
Claim
Linux CVE prioritisation: 16 MCP tools for scan, fleet, runtime, and PR-able fi…
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| 47985 |
comfyui-mcp
Claim
MCP server + Claude Code plugin for ComfyUI: run workflows, generate images, ma…
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| 47986 |
Provides multi-source vulnerability intelligence for AI-powered security operat…
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| 47987 |
Search, verify, and profile SEC-registered investment advisers. Powered by live…
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| 47988 |
homes-mcp
Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
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| 47989 |
The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, a…
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| 47990 |
code-review-mcp-server
Claim
An MCP server that provides senior-level code review, quality checks, security …
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| 47991 |
alephant-mcp
Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 47992 |
openhab
Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
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| 47993 |
test
Claim
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| 47994 |
devkits
Claim
12 local developer tools: JSON, Base64, JWT, regex, hash, UUID, Markdown, diff,…
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| 47995 |
MCP-Maker
Claim
Auto-generates MCP servers from any data source, enabling AI clients to query d…
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| 47996 |
markitdown_mcp_server
Claim
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| 47997 |
A comprehensive production-ready MCP server with AI integration, plugin managem…
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| 47998 |
Sugarbug
Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 47999 |
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
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| 48000 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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