MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44951 |
grocery-mcp
Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
|
— | ||||||||
| 44952 |
A FastMCP server for analyzing outstanding local git changes that haven't made …
|
— | ||||||||
| 44953 |
Custom Google Drive MCP
Claim
Enables Google Drive file operations (search, read, create, download, etc.) thr…
|
— | ||||||||
| 44954 |
mowan-mcp-feedback
Claim
An interactive feedback MCP server with a web UI, enabling AI-driven developmen…
|
— | ||||||||
| 44955 |
mcp-grep
Claim
A grep server implementation that exposes grep functionality through the Model …
|
— | ||||||||
| 44956 |
arcgis-detroit
Claim
Enables searching and querying City of Detroit GIS open geospatial datasets (pa…
|
— | ||||||||
| 44957 |
canvas-mcp
Claim
A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…
|
— | ||||||||
| 44958 |
Alpic MCP Template
Claim
A TypeScript template for building MCP servers with Streamable HTTP transport, …
|
— | ||||||||
| 44959 |
Renewly
Claim
Read contracts, track renewals, surface vendor leverage, and draft cancellation…
|
— | ||||||||
| 44960 |
doings-evidence-mcp
Claim
This MCP server provides critical evidence assessment for organization-design, …
|
— | ||||||||
| 44961 |
UART MCP Server
Claim
Enables reading UART logs from Windows serial ports and sending text to the UAR…
|
— | ||||||||
| 44962 |
Converse MCP Server
Claim
Enables Claude to chat with various AI models and obtain multi-model consensus …
|
— | ||||||||
| 44963 |
MySQL AIops
Claim
Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentat…
|
— | ||||||||
| 44964 |
Comprehensive MCP server for Google Workspace with 95+ tools to manage Docs, Sh…
|
— | ||||||||
| 44965 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
|
— | ||||||||
| 44966 |
Enables AI agents to search and discover data across SQLite and CSV sources thr…
|
— | ||||||||
| 44967 |
eventbrite-mcp
Claim
An MCP server that provides comprehensive event management and ticketing capabi…
|
— | ||||||||
| 44968 |
Graft
Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
|
— | ||||||||
| 44969 |
A TypeScript implementation of a Model Context Protocol server that uses Server…
|
— | ||||||||
| 44970 |
silverstripe-mcp
Claim
Validates AI-generated PHP code against Silverstripe 6 patterns, catching migra…
|
— | ||||||||
| 44971 |
GitMCP
Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
|
— | ||||||||
| 44972 |
json-sanity
Claim
Deterministic JSON validation and repair for AI agents. Validates, repairs, sch…
|
— | ||||||||
| 44973 |
memory-bank-mcp
Claim
MCP server for semantic code indexing using vector embeddings, enabling AI agen…
|
— | ||||||||
| 44974 |
jsonplaceholder-mcp
Claim
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
|
— | ||||||||
| 44975 |
time-zone
Claim
查询任意时区的当前时间,并在不同时区之间快速转换。轻松规划跨地域会议与行程。避免时差换算失误,提升协作效率。
|
— | ||||||||
| 44976 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
|
— | ||||||||
| 44977 |
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
|
— | ||||||||
| 44978 |
garmin-mcp
Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
|
— | ||||||||
| 44979 |
organisation.md
Claim
Turns any GitHub repository into your organisation's persistent context layer, …
|
— | ||||||||
| 44980 |
Fast Embedding MCP SSE
Claim
Provides fast static embedding, similarity, and search capabilities via MCP too…
|
— | ||||||||
| 44981 |
AgentDebate MCP Server
Claim
Enables AI agents to discover, join, and participate in AgentDebate debates via…
|
— | ||||||||
| 44982 |
claude-secrets
Claim
Encrypted token store for Claude Code sessions, providing MCP tools for secure …
|
— | ||||||||
| 44983 |
re-angr
Claim
MCP server for angr — symbolic execution + CFG + reaching-definitions.
|
— | ||||||||
| 44984 |
enola
Claim
enola - MCP Architectural Snapshot Server and Knowledge Graph
|
— | ||||||||
| 44985 |
DocMCP
Claim
Index any documentation website and search it from AI coding assistants via the…
|
— | ||||||||
| 44986 |
MCP server for AI agents to deploy tokens on Base. One command launch, earn OBS…
|
— | ||||||||
| 44987 |
google-scholar-mcp
Claim
Enables AI assistants to search and analyze Google Scholar publications, author…
|
— | ||||||||
| 44988 |
stargate-mcp
Claim
Integrates Asana, GitHub, and Slack into MCP-compatible clients like Claude and…
|
— | ||||||||
| 44989 |
nl-opendata-mcp
Claim
Enables accessing and querying Dutch government open datasets from CBS and data…
|
— | ||||||||
| 44990 |
fallbookspractice-mcp
Claim
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
|
— | ||||||||
| 44991 |
MCP Setup Server
Claim
A modular MCP server exposing tools for integrating with services like GitHub, …
|
— | ||||||||
| 44992 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
|
— | ||||||||
| 44993 |
Infinigen MCP Server
Claim
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
|
— | ||||||||
| 44994 |
tero-mcp-lite
Claim
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
|
— | ||||||||
| 44995 |
fluentui-mcp-server
Claim
Comprehensive MCP server for Fluent UI React v9 development, providing componen…
|
— | ||||||||
| 44996 |
atomicmemory
Claim
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework …
|
— | ||||||||
| 44997 |
telnyx-ai
Claim
|
— | ||||||||
| 44998 |
centerpoinconnect
Claim
|
— | ||||||||
| 44999 |
arrivia-recs
Claim
Provides AI-driven, partner-aware travel recommendations with auditability, int…
|
— | ||||||||
| 45000 |
CashBFF MCP
Claim
CashBFF is a personal-finance MCP server for Claude. Connect your bank through …
|
— | ||||||||