MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53951 |
Perplexity Full MCP
Claim
Gives AI agents live research and image generation capabilities by automating a…
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| 53952 |
google-slides-mcp
Claim
Converts linear Markdown documents into styled Google Slides presentations with…
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| 53953 |
story-mcp
Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
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| 53954 |
mcplogview
Claim
Exposes configured log files as MCP tools, enabling agents to list, query, and …
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| 53955 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 53956 |
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
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| 53957 |
mcp-loom
Claim
An MCP proxy server that intercepts large tabular tool results, ingests them in…
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| 53958 |
fractal-thesis
Claim
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| 53959 |
nobleblocks-mcp
Claim
Search 340M+ academic papers — citation graphs, semantic similarity, and AI lit…
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| 53960 |
GitHub MCP Server
Claim
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
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| 53961 |
test1
Claim
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| 53962 |
A local, read-only MCP server that analyzes Python backend projects by providin…
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| 53963 |
PII Redaction MCP Server
Claim
Enables AI agents to redact PII from text, summarize redacted content, and mana…
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| 53964 |
EasyAR MCP Server
Claim
Enables AI coding tools like Codex and Claude to assist with EasyAR Unity workf…
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| 53965 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 53966 |
Solana MCP Server
Claim
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
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| 53967 |
scrapeunblocker-mcp
Claim
Fetch any web page's HTML or AI-parsed JSON through the ScrapeUnblocker anti-bo…
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| 53968 |
mcp-server
Claim
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| 53969 |
Network AIops
Claim
Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.
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| 53970 |
encoding-devops
Claim
An MCP server that connects Claude to video encoding workflows, enabling smart …
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| 53971 |
notion_summary_server
Claim
MCP server that automatically saves summaries of AI papers or stock articles to…
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| 53972 |
MCP Python Server
Claim
A Python-based MCP server that exposes SQLite database CRUD and search operatio…
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| 53973 |
MCP Database Manager
Claim
Self-documenting MCP server enabling AI agents to autonomously create, manage, …
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| 53974 |
API to MCP
Claim
Converts any REST API endpoints into MCP tools, enabling AI clients like Cursor…
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| 53975 |
Embgrep
Claim
Local semantic search — embedding-powered grep for files, zero external service…
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| 53976 |
q-sys-mcp
Claim
Enables AI agents to inspect and control Q-SYS audio/video systems via the QRC …
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| 53977 |
openunfurl
Claim
Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
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| 53978 |
notion-mcp-wrapper
Claim
Wraps Notion's MCP server with health monitoring, auto-reconnect, and fallback …
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| 53979 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
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| 53980 |
unpaywall
Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
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| 53981 |
Anti-firehose options-flow data for AI agents: curated daily pool, features, re…
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| 53982 |
mcp-ai-agent-server
Claim
A dual-mode MCP server and CLI agent for AI-powered tasks including weather, ne…
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| 53983 |
yixiangqiankun-mcp
Claim
基于火珠林法六爻理论和《增删卜易》体系的智能排盘工具,为AI助手提供自动起卦、完整排盘、格局分析和专业解读等六爻占卜功能。
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| 53984 |
hledit-mcp
Claim
Exposes hash-anchored file edits to MCP-compatible AI coding agents, enabling s…
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| 53985 |
Google Cheap Search
Claim
Provides real-time Google search results (organic + knowledge graph) with count…
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| 53986 |
odoo-mcp-server
Claim
An MCP server that enables AI assistants to safely query live Odoo 19 data with…
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| 53987 |
molfi-mcp
Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
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| 53988 |
MeltFlex AI
Claim
AI interior design — restyle rooms, place furniture, and virtually stage spaces…
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| 53989 |
browserbase
Claim
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| 53990 |
The Agents MCP Server
Claim
Connects AI agents to The Agents Hub, visualizing them as pixel characters on a…
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| 53991 | — | |||||||||
| 53992 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 53993 |
mcp-server
Claim
MCP server for AKKA Finance DEX aggregator — swap quotes, routes, and execution
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| 53994 |
VectorClaw
Claim
Enables AI assistants to control Anki Vector robots locally via natural languag…
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| 53995 |
Solana Sniper Bot MCP
Claim
Solana trading bot with 328 MCP tools across four modes. Works with Claude, Cur…
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| 53996 |
rental-cars
Claim
Free rental car search with real-time pricing from multiple providers worldwide…
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| 53997 |
DataBursatil MCP Server
Claim
Enables querying Mexican stock market data (BMV, BIVA) including issuers, intra…
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| 53998 |
Demonstrates a SAP Goods Receipt workflow, enabling AI Agents to interact with …
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| 53999 |
yieldagentx402
Claim
Policy-gated x402 MCP for agent workflows with TEE receipts, 18 tools, and no c…
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| 54000 |
illustrator-mcp
Claim
Enables AI agents to generate vector graphics in Adobe Illustrator using natura…
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