MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42651 |
mcp-llm-offload
Claim
An MCP server that offloads light LLM work from Claude to a model you control, …
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| 42652 |
litescope
Claim
Operations toolchain for SQLite, Cloudflare D1, and Turso. Every command is ava…
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| 42653 |
An MCP server that automates extraction of structured financial data from inves…
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| 42654 |
BugCatcher
Claim
Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.
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| 42655 |
mcp-webextrator
Claim
MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 42656 |
euinvoice-mcp
Claim
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
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| 42657 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 42658 |
Agent-first E2EE file transfer over MCP: move files between machines in one too…
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| 42659 |
flight-tracker
Claim
Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 42660 |
Owid
Claim
OWID MCP — Our World in Data chart/indicator access (free, no auth)
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| 42661 |
Stage AI MCP
Claim
This MCP server replicates how a creative strategist gathers context by expandi…
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| 42662 |
coptest
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| 42663 |
pody-mcp
Claim
Israeli podcast & content marketplace MCP — 7 tools: studios, podcasts, glossar…
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| 42664 |
appstore-screenshots
Claim
Generate professional App Store screenshots by matching any top app's style.
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| 42665 |
Raindex MCP Server
Claim
AI agents can query, manage, and interact with Raindex onchain orderbook positi…
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| 42666 |
kbbi-mcp
Claim
An MCP server for querying KBBI (Kamus Besar Bahasa Indonesia / KBBI Daring).
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| 42667 |
MCP Web Server
Claim
A local MCP server providing free network access capabilities including HTTP re…
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| 42668 |
snaprender
Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
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| 42669 |
phpustik MCP Server
Claim
Enables AI assistants to deeply interact with the PHP ecosystem, including runt…
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| 42670 |
FreeCAD MCP
Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
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| 42671 |
Agent Pulse
Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
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| 42672 |
Popdot AI
Claim
Rent verified subdomains by the hour, day, or month. Free 24h trials, x402 USDC…
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| 42673 |
A remote MCP server on Cloudflare Workers without authentication, enabling tool…
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| 42674 |
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
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| 42675 |
StableDeliver AI Bridge
Claim
Enables ChatGPT to supervise Claude Code for automated engineering tasks, with …
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| 42676 |
Color palette generation API for AI agents. Generate harmonious palettes from a…
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| 42677 |
Microlink
Claim
It turns natural-language requests into Microlink calls: take screenshots, gene…
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| 42678 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 42679 |
中国 AI 合规与备案（条文级自查）
Claim
生成式AI备案、AI生成内容标识、深度合成、算法备案：条文级问答 + 应办事项清单（中文）
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| 42680 |
personalinsights-feed
Claim
AI-classified tech/investor news feed with editorial verdicts, entities, and th…
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| 42681 |
aspen-mcp
Claim
Enables natural language control of Aspen Plus for chemical process simulation,…
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| 42682 |
mcp_123
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| 42683 |
Kumbuka
Claim
Governed, auditable knowledge your team curates for its AI assistants, self-hos…
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| 42684 |
mcp-locator
Claim
An MCP server that lets AI agents read and write locale JSON translation files …
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| 42685 |
shelter
Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
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| 42686 |
ead-enterprise-suite
Claim
EAD Enterprise Suite MCP — full signature workflows, certified evidence, dossie…
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| 42687 |
Make Effects
Claim
Generate reproducible image, video, and audio assets with leading models and yo…
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| 42688 |
SumUp MCP Server
Claim
Tools to explore SumUp accounts, payments, customers, and payouts.
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| 42689 |
codecov-mcp-server
Claim
MCP server for Codecov that provides tools to get commit coverage totals and pr…
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| 42690 |
evite-mcp
Claim
Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
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| 42691 |
MEMO MCP Server
Claim
Local-first semantic memory with MLX embeddings, hybrid search, knowledge graph…
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| 42692 |
Bitrix24 MCP Server
Claim
Enables AI agents to interact with Bitrix24 CRM through standardized MCP tools,…
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| 42693 |
Bult
Claim
Deploy and manage Bult apps from AI coding agents.
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| 42694 |
mcp
Claim
Create content and test it on a real audience — neuroflash Digital Twins inside…
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| 42695 |
mcp
Claim
Email for AI agents: send, read replies as threads, run campaigns, with per-key…
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| 42696 |
Scrapingdog
Claim
Scrapingdog web-scraping & SERP APIs: web scrape, Google, Amazon, LinkedIn, You…
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| 42697 |
AssemblyMCP
Claim
Enables LLM clients to search and analyze bills, members, committees, meetings,…
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| 42698 |
Cães e gatos para adoção no Brasil, de ONGs e protetores. Busque por cidade, po…
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| 42699 |
Enables LLMs to manage StartInfinity boards using natural language by translati…
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| 42700 |
codex-claude-bridge
Claim
MCP server that enables Claude Code to send code and plans for review by OpenAI…
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