MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19951 |
Enables AI-powered genomic variant analysis including variant impact prediction…
|
B 78 4⁄4 | ||||||||
| 19952 |
A Model Context Protocol (MCP) that provides access to the MongoDB Atlas API. T…
|
B 78 4⁄4 | ||||||||
| 19953 |
Universal MCP Server Configuration Manager
|
B 78 4⁄3 | ||||||||
| 19954 |
📇 ☁️ This Model Context Protocol server implementation of Asana allows you to t…
|
B 78 4⁄3 | ||||||||
| 19955 |
Tages
Claim
Enables AI coding agents to maintain persistent, cross-session memory of codeba…
|
B 78 3⁄3 | ||||||||
| 19956 |
Munin AI Memory
Claim
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
|
B 78 3⁄3 | ||||||||
| 19957 |
MCP server wrapping local Ollama models for offload from API-priced orchestrato…
|
B 78 3⁄3 | ||||||||
| 19958 |
Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.
|
B 78 3⁄3 | ||||||||
| 19959 |
An MCP server and client for LLMs to interact with Unity Projects
|
B 78 3⁄3 | ||||||||
| 19960 |
Deploy any app to any cloud. 20 tools for deployments, previews, and management.
|
B 78 3⁄3 | ||||||||
| 19961 |
Provides access to real-time and historical flight data from Flightradar24 API,…
|
B 78 4⁄4 | ||||||||
| 19962 |
AWS MCP servers for seamless integration with AWS services and resources.
|
B 78 4⁄4 | ||||||||
| 19963 |
Enables interaction with the QuickBooks Online Accounting API to manage custome…
|
B 78 4⁄4 | ||||||||
| 19964 |
Conversation drift visualization for Claude. Color-coded inflection points and …
|
B 78 3⁄3 | ||||||||
| 19965 |
Access Mastercard Developers APIs, documentation, and API specifications throug…
|
B 78 3⁄3 | ||||||||
| 19966 |
Model Context Protocol (MCP) server for AI-assisted development of MDK applicat…
|
B 78 3⁄3 | ||||||||
| 19967 |
MCP server exposing full recon-ng OSINT framework functionality
|
B 78 3⁄3 | ||||||||
| 19968 |
Gives AI assistants deep read/write access to the Unreal Editor through 21 cate…
|
B 78 3⁄3 | ||||||||
| 19969 |
Local-first desktop context server for AI agents. Captures screen (OCR), voice …
|
B 78 3⁄3 | ||||||||
| 19970 |
Enables AI models to interact with TagoIO IoT platform accounts, providing acce…
|
B 78 4⁄3 | ||||||||
| 19971 |
A custom MCP server that enables Claude to access and query municipal bond data…
|
B 78 3⁄3 | ||||||||
| 19972 |
Connects Claude Desktop to Garmin Connect, enabling natural language queries of…
|
B 78 4⁄4 | ||||||||
| 19973 |
Auto-resolves Git merge conflicts so agents only touch the complex hunks.
|
B 78 3⁄3 | ||||||||
| 19974 |
Receipt-based verification for AI agent workflows — create, verify, and poll ep…
|
B 78 3⁄3 | ||||||||
| 19975 |
figbridge
Claim
Free, local MCP bridge for Figma — HTML, CSS, Tailwind, tokens, agent handoff b…
|
B 78 3⁄3 | ||||||||
| 19976 |
Provides Japanese UX conventions as an MCP server to help AI generate correct J…
|
B 78 3⁄3 | ||||||||
| 19977 |
Product search, price comparison, and affiliate-ready shopping across Singapore…
|
B 78 3⁄3 | ||||||||
| 19978 |
ai generate tableau file
|
B 78 3⁄3 | ||||||||
| 19979 |
Tavily MCP Load Balancer
Claim
A multi-API key load balancing MCP server for Tavily that automatically rotates…
|
B 78 4⁄4 | ||||||||
| 19980 |
MCP server for Firecrawl — search, scrape, and interact with the web.
|
B 78 4⁄3 | ||||||||
| 19981 |
Enables interaction with Google Ads accounts through the Model Context Protocol…
|
B 78 3⁄3 | ||||||||
| 19982 |
Trust infrastructure for the machine economy — non-custodial ERC-4337 smart acc…
|
B 78 4⁄4 | ||||||||
| 19983 |
Enables searching UK case law on BAILII and retrieving judgments with automatic…
|
B 78 3⁄3 | ||||||||
| 19984 |
An open-source MCP server that rewrites AI-generated prose to appear human-auth…
|
B 78 3⁄3 | ||||||||
| 19985 |
CCXT MCP Server bridges the gap between AI models and cryptocurrency trading by…
|
B 78 4⁄3 | ||||||||
| 19986 |
auxiliar-mcp
Claim
solve_task: ranked OCR/PDF/NFS-e tools. recommend_service: 77 cloud services, C…
|
B 78 3⁄3 | ||||||||
| 19987 |
Scout
Claim
Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybr…
|
B 78 3⁄3 | ||||||||
| 19988 |
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
|
B 78 3⁄3 | ||||||||
| 19989 |
A knowledge base MCP server that enables AI agents to search and reference stru…
|
B 78 3⁄3 | ||||||||
| 19990 |
Generate professional PDF documents (invoices, contracts, reports, certificates…
|
B 78 3⁄3 | ||||||||
| 19991 |
A minimal, well-documented MCP server boilerplate providing a reusable baseline…
|
B 78 3⁄3 | ||||||||
| 19992 |
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
B 78 4⁄3 | ||||||||
| 19993 |
Provides documentation generation and analysis tools for AI agents, including J…
|
B 78 3⁄3 | ||||||||
| 19994 |
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate,…
|
B 78 3⁄3 | ||||||||
| 19995 |
Connect Redash to Claude — natural-language SQL with safety guards (blocks DROP…
|
B 78 3⁄3 | ||||||||
| 19996 |
Enables semantic search across multiple Qdrant vector database collections, sup…
|
B 78 4⁄4 | ||||||||
| 19997 |
MCP server for the Porkbun DNS API. Manage DNS records, domains, DNSSEC, SSL ce…
|
B 78 4⁄3 | ||||||||
| 19998 |
webshift
Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
|
B 78 3⁄3 | ||||||||
| 19999 |
Generate changelogs and suggest semver bumps from git history
|
B 78 3⁄3 | ||||||||
| 20000 |
Enables AI assistants to interact with Redmine project management systems, prov…
|
B 78 4⁄4 | ||||||||