MCP Server Quality Scores
Independent quality analysis of 59221 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4051 |
Implementation of Model Context Protocol (MCP) server that provides tools for a…
|
B 75 5⁄5 | ||||||||
| 4052 |
A chatbot implementation compatible with MCP (terminal / streamlit supported)
|
B 75 5⁄4 | ||||||||
| 4053 |
AI-powered architectural analysis server for software projects. Provides techno…
|
B 75 5⁄5 | ||||||||
| 4054 |
A powerful MCP server for browser automation that supports both Playwright and …
|
B 75 5⁄5 | ||||||||
| 4055 |
Provides comprehensive access to People Data Labs' data models and search capab…
|
B 75 5⁄5 | ||||||||
| 4056 |
Enables Claude to interact with ServiceNow instances through comprehensive API …
|
B 75 5⁄5 | ||||||||
| 4057 |
Integrates with Gmail to enable sending, reading, drafting, and managing emails…
|
B 75 5⁄4 | ||||||||
| 4058 |
|
B 75 5⁄4 | ||||||||
| 4059 |
A universal browser automation server featuring 63 tools for programmatic Chrom…
|
B 75 5⁄4 | ||||||||
| 4060 |
Ticketmaster MCP Server
Claim
Enable seamless integration of Ticketmaster data and services into your applica…
|
B 75 5⁄4 | ||||||||
| 4061 |
Enables AI agents to create, edit, and query genealogical data from GEDCOM file…
|
B 75 5⁄5 | ||||||||
| 4062 |
An MCP server for programmatically interacting with the Oda grocery shopping pl…
|
B 75 5⁄4 | ||||||||
| 4063 |
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
|
B 75 5⁄5 | ||||||||
| 4064 |
Enables analysis of claims, validation of sources, and detection of manipulatio…
|
B 75 5⁄4 | ||||||||
| 4065 |
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/…
|
B 75 5⁄5 | ||||||||
| 4066 |
Enables AI assistants to manage Todoist tasks, projects, labels, sections, and …
|
B 75 5⁄5 | ||||||||
| 4067 |
Provides tools for interacting with MinIO and S3-compatible object storage thro…
|
B 75 5⁄5 | ||||||||
| 4068 |
Provides access to PrimeNG component documentation and generates code examples.…
|
B 75 5⁄4 | ||||||||
| 4069 |
Enables LLM agents to create annotated bookmarks and narrative trails to docume…
|
B 75 5⁄4 | ||||||||
| 4070 |
Intelligent Genomic Data Server
Provides high-quality gene information queries,…
|
B 75 5⁄5 | ||||||||
| 4071 |
Model Context Protocol (MCP) server for Thoth content creation platform. Enable…
|
B 75 5⁄4 | ||||||||
| 4072 |
llms-txt-generator
Claim
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
|
B 75 5⁄4 | ||||||||
| 4073 |
Enables AI models to interact with PostgreSQL databases through a standardized …
|
B 75 5⁄5 | ||||||||
| 4074 |
Simple MCP Server
Claim
Enables AI tools to query context from a local JSON data source via stdio, demo…
|
B 75 5⁄5 | ||||||||
| 4075 |
Comprehensive web research toolkit with 13 tools for searching (via SearXNG), c…
|
B 75 5⁄4 | ||||||||
| 4076 |
A stdio-based MCP server that enables users to play and manage Minesweeper game…
|
B 75 5⁄5 | ||||||||
| 4077 |
Extracts and manages job postings from HackerNews 'Who's Hiring' threads, enabl…
|
B 75 5⁄4 | ||||||||
| 4078 |
Enables semantic search through markdown documentation in code repositories usi…
|
B 75 5⁄4 | ||||||||
| 4079 |
Enables AI assistants to create, edit, and validate LaTeX documents through a s…
|
B 75 5⁄4 | ||||||||
| 4080 |
AI startup idea validation by a specialized 9-agent crew.
|
B 75 5⁄5 | ||||||||
| 4081 |
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
|
B 75 4⁄4 | ||||||||
| 4082 |
Enables searching X (formerly Twitter) using xAI's Responses API with support f…
|
B 75 5⁄5 | ||||||||
| 4083 |
Security-first web access for Claude. Sanitizes pages, blocks injection, redact…
|
B 75 4⁄4 | ||||||||
| 4084 |
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
|
B 75 5⁄4 | ||||||||
| 4085 |
Enables AI agents to manage email newsletters and contacts via Resend, includin…
|
B 75 5⁄5 | ||||||||
| 4086 |
Enables automated grading of student homework images using Qwen3-VL multimodal …
|
B 75 5⁄5 | ||||||||
| 4087 |
Reduces Claude's context window costs by automatically summarizing inactive fil…
|
B 75 5⁄4 | ||||||||
| 4088 |
Enables efficient JSON file editing with targeted read, write, delete, and deep…
|
B 75 5⁄4 | ||||||||
| 4089 |
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
|
B 75 5⁄5 | ||||||||
| 4090 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 4091 |
Provides a secure, isolated JavaScript execution environment with configurable …
|
B 75 5⁄5 | ||||||||
| 4092 |
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
|
B 75 5⁄4 | ||||||||
| 4093 |
An MCP server that integrates with the SearXNG API to provide comprehensive web…
|
B 75 5⁄5 | ||||||||
| 4094 |
Provides implementation guidance, code validation, and troubleshooting tools fo…
|
B 75 5⁄5 | ||||||||
| 4095 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 4096 |
MCP server that interfaces with the NCBI Entrez API to fetch detailed informati…
|
B 75 5⁄5 | ||||||||
| 4097 |
Enables Claude Desktop to interact with the Gauntlet Incept system for generati…
|
B 75 5⁄5 | ||||||||
| 4098 |
Enables generation and validation of Xray-core proxy configurations using natur…
|
B 75 5⁄5 | ||||||||
| 4099 |
Google Tasks MCP Server
Claim
Integrates with Google Tasks to enable searching, listing, creating, updating, …
|
B 75 5⁄5 | ||||||||
| 4100 |
A server that enhances AI assistants with the ability to update your JSON Resum…
|
B 75 5⁄5 | ||||||||