MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 2 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 451 |
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
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B 83 6⁄6 | ||||||||
| 452 |
Enables natural language calendar management through Fantastical on macOS, allo…
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B 83 5⁄4 | ||||||||
| 453 |
Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
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B 83 5⁄5 | ||||||||
| 454 |
MCP server to read, inspect and troubleshoot codebase symbols
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B 83 5⁄4 | ||||||||
| 455 |
Nepal legislation via MCP -- full-text search across statutes and provisions
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B 83 6⁄4 | ||||||||
| 456 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
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B 83 5⁄4 | ||||||||
| 457 |
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B 83 5⁄4 | ||||||||
| 458 |
Exposes GDAL/Rasterio operations to AI agents with a reflection middleware that…
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B 83 5⁄5 | ||||||||
| 459 |
A local proxy that strips web pages down to clean text before they enter your A…
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B 83 4⁄4 | ||||||||
| 460 |
Connects AI assistants to Exa AI's search capabilities, enabling web search, co…
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B 83 6⁄6 | ||||||||
| 461 |
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
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B 83 5⁄4 | ||||||||
| 462 |
Avalanche AVAX MCP
Claim
Search and retrieve Avalanche blockchain documentation for building on AVAX.
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B 83 6⁄6 | ||||||||
| 463 |
A MCP(Model Context Protocol) server that accesses to Lightdash
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B 83 5⁄5 | ||||||||
| 464 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
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B 83 5⁄4 | ||||||||
| 465 |
MCP Apps Template Server
Claim
A starter template for building MCP apps with React widgets, featuring tool exe…
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B 83 5⁄4 | ||||||||
| 466 |
Storybook MCP
Claim
Enables AI agents to interact with Storybook by exposing UI component informati…
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B 83 5⁄4 | ||||||||
| 467 |
Enables interaction with Figma files through intelligent API access, providing …
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B 83 5⁄5 | ||||||||
| 468 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
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B 83 5⁄4 | ||||||||
| 469 |
Provides secure mathematical computation capabilities including expression eval…
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B 83 5⁄5 | ||||||||
| 470 |
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
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B 83 5⁄5 | ||||||||
| 471 |
Browse Reddit posts, search content, and analyze user activity without API keys…
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B 83 5⁄5 | ||||||||
| 472 |
Provides pairwise test generation for AI assistants using the PICT algorithm, r…
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B 83 5⁄4 | ||||||||
| 473 |
Search PubMed, fetch articles and full text, generate citations, and explore Me…
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B 83 6⁄4 | ||||||||
| 474 |
Web scraping MCP server for AI agents. 6 tools: clean content extraction, struc…
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B 83 6⁄6 | ||||||||
| 475 |
Production-ready MCP server that provides LLMs with essential random generation…
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B 83 5⁄5 | ||||||||
| 476 |
An MCP server that provides persistent memory capabilities for Claude, offering…
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B 83 5⁄5 | ||||||||
| 477 |
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
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B 83 4⁄4 | ||||||||
| 478 |
Roblox Studio MCP
Claim
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
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B 83 5⁄5 | ||||||||
| 479 |
Famxplor Family Travel Activities
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B 83 6⁄6 | ||||||||
| 480 |
Intelligent context-aware memory system for AI assistants that enables persiste…
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B 83 5⁄4 | ||||||||
| 481 |
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
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B 83 5⁄5 | ||||||||
| 482 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
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B 83 5⁄5 | ||||||||
| 483 |
Provides access to HISE documentation, including UI component properties, Scrip…
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B 83 6⁄6 | ||||||||
| 484 |
An MCP server that enforces development discipline and workflow best practices,…
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B 83 5⁄4 | ||||||||
| 485 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
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B 83 6⁄6 | ||||||||
| 486 |
Enables quality checking and content management for websites through the Crownp…
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B 83 5⁄5 | ||||||||
| 487 |
AI training dataset marketplace: 2M+ museum artworks with Golden Codex enrichme…
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B 83 6⁄6 | ||||||||
| 488 |
Production-ready MCP server for libSQL databases with comprehensive security an…
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B 83 5⁄5 | ||||||||
| 489 |
Enables management of VMware ESXi hosts and virtual machines through standardiz…
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B 83 5⁄4 | ||||||||
| 490 |
Preserves context across multiple codebases with AI capabilities. For more info…
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B 83 6⁄6 | ||||||||
| 491 |
Read-only access to Quicken For Mac financial data: transactions, spending, and…
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B 83 5⁄5 | ||||||||
| 492 |
Provides AI assistants with read-only access to inspect database schemas, previ…
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B 83 5⁄5 | ||||||||
| 493 |
Provides structured access to the full NIST cybersecurity catalog, including SP…
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B 83 4⁄4 | ||||||||
| 494 |
Collective memory for AI agents. One agent solves a bug — every agent gets the …
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B 83 6⁄6 | ||||||||
| 495 |
Fetter MCP
Claim
Real-time Python package and vulnerability data for AI coding agents.
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B 83 6⁄6 | ||||||||
| 496 |
Enables secure execution of Ditto DQL (Data Query Language) queries over HTTPS …
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B 83 5⁄5 | ||||||||
| 497 |
A Fastify plugin that automatically converts API routes into Model Context Prot…
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B 83 5⁄5 | ||||||||
| 498 |
Fast, token-efficient web content extraction for AI agents - converts websites …
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B 83 5⁄4 | ||||||||
| 499 |
Search ethical, origin-verified products and brands by country of origin
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B 83 5⁄4 | ||||||||
| 500 |
Enables AI assistants to manage local tmux sessions, including creating and con…
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B 83 5⁄5 | ||||||||