MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45501 |
Provides programmatic access to Google Search Console API data through Claude C…
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| 45502 |
flomo-mcp
Claim
Enables writing and managing notes in flomo through MCP tools, resources, and p…
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| 45503 |
Provides a secure gateway to the Dynamics 365 F\&O OData API, enabling LLMs and…
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| 45504 |
jmeter-mcp-server
Claim
A powerful MCP server for automated JMeter test generation and execution with D…
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| 45505 |
LoanRiskLens MCP Server
Claim
Enables creditworthiness analysis for non-traditional borrowers using rule-base…
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| 45506 |
SolanaViz MCP Server
Claim
Enables Claude to access, analyze, and visualize Solana blockchain data through…
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| 45507 |
Self-healing MCP server that monitors database schema changes, detects differen…
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| 45508 |
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
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| 45509 |
web-search-mcp
Claim
Provides free web search, content fetching, image search, and deep research via…
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| 45510 |
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
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| 45511 |
jama-mcp-server
Claim
Read-only MCP server that allows interaction with a Jama Connect instance via t…
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| 45512 |
coderlegion-mcp
Claim
Connects AI agents like Claude, Cursor, and Cline to the CoderLegion developer …
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| 45513 |
yahoo-finance-mcp
Claim
Provides access to Yahoo Finance data including real-time stock quotes, histori…
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| 45514 |
github-workflow-mcp
Claim
Automates GitHub workflows (branch creation, testing, commit/push, PR) through …
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| 45515 |
second-brain-cloudflare
Claim
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
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| 45516 |
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
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| 45517 |
mcp-chembl
Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
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| 45518 |
MCP Codex Worker
Claim
Enables Codex to delegate bulk code reading, patching, and testing to an async …
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| 45519 |
GDS MCP
Claim
Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
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| 45520 |
KikoBooks MCP Server
Claim
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
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| 45521 |
mnemonic
Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
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| 45522 |
design-copier
Claim
Captures webpage styles and HTML, converts CSS to Tailwind, and applies extract…
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| 45523 |
Enables Claude Desktop to detect construction site hazards from photos, analyze…
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| 45524 |
Chaos Mesh MCP Server
Claim
An MCP server for Chaos Mesh fault injection, optimized for AWS EKS with namesp…
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| 45525 |
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
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| 45526 |
SEO Experts MCP
Claim
Enables AI assistants to query distilled SEO expert tactics from public content…
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| 45527 |
databricks-mcp
Claim
Safe, read-only SQL analytics for AI agents over MCP, enabling exploration, pro…
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| 45528 |
packet-tracer-mcp
Claim
Enables AI agents to control Cisco Packet Tracer in real time, allowing natural…
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| 45529 |
Telegram Bot MCP Server
Claim
Enables AI assistants to interact with the Telegram Bot API, supporting messagi…
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| 45530 |
MCP Todo Server
Claim
A CRUD todo list server that exposes tools to create, list, and conclude tasks,…
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| 45531 |
mcp-postgres
Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
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| 45532 |
sek-fx-mcp
Claim
Fetches exchange rates from Riksbanken API for currencies to Swedish kronor usi…
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| 45533 |
Cart MCP Server
Claim
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
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| 45534 |
news-mcp
Claim
Agentic NewsAPI.org MCP server with semantic search, article versioning, Chroma…
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| 45535 |
@runapi.ai/flux-2-mcp
Claim
RunAPI MCP server for the Flux 2 model line. Create tasks, poll their status, a…
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| 45536 |
fh6-tuner
Claim
An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…
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| 45537 |
claude-tmux-bridge
Claim
An MCP server that connects Claude Desktop to an interactive Claude Code sessio…
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| 45538 |
polymarket-mcp
Claim
Enables AI assistants to query Polymarket prediction markets and analyze market…
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| 45539 |
mcp-augment
Claim
Adds safety hooks to AI coding tools by providing enforced proxy tools (safe_wr…
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| 45540 |
Enables image generation, editing, and refinement using Google's Gemini 2.5 Fla…
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| 45541 |
synapsis
Claim
Unified durable team memory MCP server with tools for session management, task …
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| 45542 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 45543 |
engine
Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
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| 45544 |
ComfyMCP
Claim
Enables Claude to generate images via ComfyUI from natural language requests, a…
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| 45545 |
PM Context MCP Server
Claim
A Python MCP server that gives Claude access to PM workflow data such as sprint…
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| 45546 |
mori
Claim
Mori (森) is a shared memory layer for AI coding agents — one that compounds.
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| 45547 |
Catalog MCP
Claim
Standalone read-only MCP server for browsing Oracle HDL business object metadat…
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| 45548 |
sigmap MCP over HTTP
Claim
Exposes the sigmap MCP server (code analysis tools) over Streamable HTTP via su…
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| 45549 |
SAP RFC MCP Server
Claim
A Model Context Protocol (MCP) server that provides seamless integration with S…
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| 45550 |
tokenomics
Claim
Provides live LLM pricing data from OpenRouter, enabling agents to search model…
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