MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41451 |
you-mcp-server
Claim
Enables deep research and web search via You.com API from any MCP client, with …
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| 41452 |
gtr-mcp
Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
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| 41453 |
sendblue-mcp
Claim
Enables AI agents to send SMS/iMessage and check replies via Sendblue API using…
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| 41454 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 41455 |
DataForSEO MCP Server
Claim
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
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| 41456 |
SAOS MCP
Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
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| 41457 |
LyricsGenius MCP Server
Claim
An MCP server that enables searching Genius.com for artists, songs, and albums,…
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| 41458 |
MCP File Contents Reader
Claim
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
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| 41459 |
Clark MCP Server
Claim
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
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| 41460 |
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
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| 41461 |
SuperBox Executor
Claim
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
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| 41462 |
CENDOJ MCP Server
Claim
Enables users to search Spanish judicial rulings and extract text from resoluti…
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| 41463 |
Ebay MCP Server
Claim
Enables searching eBay for auctions by providing a query and number of results,…
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| 41464 |
gsep-mcp
Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
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| 41465 |
Academic Archive Gateway
Claim
MCP server for AI assistants to search and download ebooks from Z-Library and A…
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| 41466 |
Hashnode MCP Server v2.0
Claim
Enables AI assistants to publish, update, and manage Hashnode blog articles, wi…
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| 41467 |
Heru Events MCP
Claim
Enables validation and monitoring of analytics events in Heru, integrating with…
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| 41468 |
warp-agent-mcp
Claim
Book real LTL/FTL/van/box-truck freight through the Warp network. 20 tools, in-…
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| 41469 |
CodeSherpa
Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
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| 41470 |
IndoCourtAtlas
Claim
Search and read Indonesian court cases. Filter by court, year, and case type.
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| 41471 |
Helps systematically refine vague ideas into well-structured prompts through gu…
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| 41472 |
Aster MCP Server
Claim
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
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| 41473 |
image-forensics-mcp
Claim
An MCP server that enables AI assistants to analyze images for AI-generated con…
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| 41474 |
mcp-outlook-calendar
Claim
Enables interaction with Outlook / Microsoft 365 calendar, allowing users to li…
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| 41475 |
Enables interaction with Proton Pass via CLI operations, including vault and it…
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| 41476 |
strata
Claim
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| 41477 |
chronoverify-mcp
Claim
Verify a photo's capture time and provenance before an agent trusts it: cryptog…
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| 41478 |
mcp-food-feeds
Claim
MCP server for curated food and dining feeds, providing tools to list, read, an…
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| 41479 |
wger MCP Server
Claim
MCP server that wraps wger fitness/nutrition management platform, providing 15 …
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| 41480 |
token-optimization-mcp
Claim
A fully offline MCP server for token estimation, prompt compression, model rout…
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| 41481 |
Regex Toolkit MCP Server
Claim
Enables LLM agents to extract, validate, and mask personally identifiable infor…
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| 41482 |
mcp-esim
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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| 41483 |
faceit-mcp
Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
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| 41484 |
human-intervention-mcp
Claim
Enables AI agents to request human actions or decisions by opening a local brow…
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| 41485 |
Hermes GLPI Wave Hub
Claim
Enables interaction with GLPI (ITSM) through 71 tools covering tickets, assets,…
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| 41486 |
mcp-1
Claim
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| 41487 |
TrendRadar MCP Server
Claim
Enables quick deployment of a trending news assistant with multi-channel notifi…
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| 41488 |
ChatGPT MCP Server
Claim
Enables ChatGPT to perform filesystem operations, execute PowerShell commands, …
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| 41489 |
excel-mcp-server
Claim
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
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| 41490 |
exitengine-mcp
Claim
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
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| 41491 |
figma-opencode-mcp
Claim
Local-first MCP server that connects AI coding agents to the currently open Fig…
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| 41492 |
Personal Notes Assistant
Claim
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
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| 41493 |
n8n-mcp
Claim
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| 41494 |
Smart Colab MCP Bridge
Claim
Connects Claude Desktop to a Google Colab runtime via ngrok for remote Python e…
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| 41495 |
UCP Server
Claim
Self-hosted server that generates and serves Universal Context Packages (UCP) t…
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| 41496 |
rednote-mcp-2
Claim
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| 41497 |
meta-ads-mcp-server
Claim
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
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| 41498 |
Wafle-Scraper
Claim
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
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| 41499 |
affinity-mcp-bridge
Claim
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
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| 41500 |
A standardized interface for interacting with AWS S3 tools and services through…
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