MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4951 |
This MCP server provides documentation about Strands Agents to your GenAI tools…
|
B 74 5⁄4 | ||||||||
| 4952 |
Enables users to create UI flowcharts by generating visualizations of user inte…
|
B 74 5⁄4 | ||||||||
| 4953 |
An MCP server allowing Clients to interact with Xero Accounting Software
|
B 74 5⁄4 | ||||||||
| 4954 |
MCP server exposing Umami analytics (Cloud + self-hosted)
|
B 74 5⁄4 | ||||||||
| 4955 |
Enterprise-grade MCP server for Google Cloud BigQuery with keyless Workload Ide…
|
B 74 5⁄5 | ||||||||
| 4956 |
CognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.
|
B 74 5⁄4 | ||||||||
| 4957 |
MCP Template
Claim
A template for building Model Context Protocol servers that allow AI assistants…
|
B 74 5⁄5 | ||||||||
| 4958 |
Enables comprehensive directory analysis and file management operations includi…
|
B 74 5⁄5 | ||||||||
| 4959 |
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
|
B 74 5⁄4 | ||||||||
| 4960 |
An MCP server that bridges AI clients with a frontend 3D visualization applicat…
|
B 74 5⁄5 | ||||||||
| 4961 |
Enables AI assistants to interact with Xray Test Management for both Cloud and …
|
B 74 5⁄5 | ||||||||
| 4962 |
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
|
B 74 5⁄5 | ||||||||
| 4963 |
Model Context Protocol server for accessing Reactome pathway and systems biolog…
|
B 74 5⁄5 | ||||||||
| 4964 |
Check if your accounts or passwords have been compromised in data breaches. Uti…
|
B 74 5⁄5 | ||||||||
| 4965 |
compare 2 text or data (supports text diffs, json, json5, yaml, toml, xml and h…
|
B 74 5⁄4 | ||||||||
| 4966 |
MCP server that exposes Google's Veo2 video generation capabilities, allowing c…
|
B 74 5⁄5 | ||||||||
| 4967 |
Enables interaction with Overseerr media request management through natural lan…
|
B 74 5⁄5 | ||||||||
| 4968 |
MCP server for Uber Eats - let AI agents order food delivery
|
B 74 5⁄4 | ||||||||
| 4969 |
A Model Context Protocol server that enables AI-powered image generation throug…
|
B 74 5⁄5 | ||||||||
| 4970 |
A server that provides tools and utilities to support the implementation of Jij…
|
B 74 5⁄4 | ||||||||
| 4971 |
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
|
B 74 5⁄5 | ||||||||
| 4972 |
Enables Google search automation and web content extraction using Playwright. P…
|
B 74 5⁄5 | ||||||||
| 4973 |
An MCP server to Manage Google Tasks
|
B 74 5⁄5 | ||||||||
| 4974 |
A comprehensive MCP server that enables AI to interact with all 68 functions of…
|
B 74 5⁄5 | ||||||||
| 4975 |
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
|
B 74 5⁄5 | ||||||||
| 4976 |
Wenyan MCP Server, which lets AI automatically format Markdown articles and pub…
|
B 74 5⁄4 | ||||||||
| 4977 |
A cinema-grade video production MCP server that enables automated website recor…
|
B 74 5⁄5 | ||||||||
| 4978 |
Enables Claude to interact with Infracost for Terraform cost estimation and clo…
|
B 74 5⁄5 | ||||||||
| 4979 |
Secret and credential management MCP — securely store, retrieve, manage API key…
|
B 74 5⁄4 | ||||||||
| 4980 |
Enables programmatic control over tmux terminal sessions for SSH access, comman…
|
B 74 5⁄4 | ||||||||
| 4981 |
A basic educational MCP server that provides simple tools for mathematical calc…
|
B 74 5⁄4 | ||||||||
| 4982 |
Allows the use of Kagi's API for web searching and content enrichment through m…
|
B 74 5⁄5 | ||||||||
| 4983 |
athenahealth MCP Server
Claim
Enables AI-powered clinical decision support by integrating with athenahealth's…
|
B 74 5⁄5 | ||||||||
| 4984 |
Enables AI assistants to access South Korean tourism information via the offici…
|
B 74 5⁄5 | ||||||||
| 4985 |
Provides access to Korean stock market data, including stock listings, daily hi…
|
B 74 5⁄4 | ||||||||
| 4986 |
Enables interaction with Cadence Virtuoso schematics to inspect hierarchies, ne…
|
B 74 5⁄4 | ||||||||
| 4987 |
Outcome-based persistent memory for AI coding tools.
|
B 74 5⁄4 | ||||||||
| 4988 |
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
|
B 74 5⁄5 | ||||||||
| 4989 |
Provides semantic search capability over Obsidian vaults and exposes recent not…
|
B 74 5⁄4 | ||||||||
| 4990 |
Allows users to see their upcoming and active deliveries, or add new deliveries…
|
B 74 5⁄4 | ||||||||
| 4991 |
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
|
B 74 5⁄4 | ||||||||
| 4992 |
Connect your AI models to your favorite SurrealDB database, and let the LLMs do…
|
B 74 5⁄5 | ||||||||
| 4993 |
Anki MCP Server
Claim
Enables interaction with the Anki desktop app for spaced repetition learning. S…
|
B 74 5⁄4 | ||||||||
| 4994 |
A Model Context Protocol server that enables interaction with the Tradovate API…
|
B 74 5⁄5 | ||||||||
| 4995 |
Adds powerful Hacker News integration to LLM clients, allowing users to access …
|
B 74 5⁄5 | ||||||||
| 4996 |
Generate and manage production-ready Java multi-module Maven projects via AI co…
|
B 74 5⁄4 | ||||||||
| 4997 |
Enables natural language interactions with Salesforce, allowing users to query …
|
B 74 5⁄5 | ||||||||
| 4998 |
Enables domain name search, availability checking, and registration URL retriev…
|
B 74 5⁄5 | ||||||||
| 4999 |
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
|
B 74 5⁄5 | ||||||||
| 5000 |
Exposes the bitbank-api TypeScript SDK source code and documentation to AI assi…
|
B 74 5⁄4 | ||||||||