MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22901 |
AAS LanceDB MCP Server
Claim
Provides AI agents with database-like operations over LanceDB with automatic BG…
|
C 62 4⁄4 | ||||||||
| 22902 |
UltimateCoder
Claim
Transform your local machine into a powerful code command center. Automate file…
|
C 62 4⁄3 | ||||||||
| 22903 |
Anthropic’s Model Context Protocol implementation for Oat++
|
C 62 3⁄3 | ||||||||
| 22904 |
wasmcp
Claim
Build MCP servers with WebAssembly components
|
C 62 4⁄3 | ||||||||
| 22905 |
A powerful MCP server for interacting with Trello boards, lists, and cards via …
|
C 62 4⁄4 | ||||||||
| 22906 |
MCP server for agents to explore rust docs, analyze source code, and build with…
|
C 62 4⁄3 | ||||||||
| 22907 |
Enables local-first semantic search and retrieval of Korean Bible verses using …
|
C 62 3⁄3 | ||||||||
| 22908 |
An MCP server that extracts clean Markdown or HTML content from web pages by st…
|
C 62 3⁄3 | ||||||||
| 22909 |
Comprehensive integration with Google Workspace services (Gmail, Calendar, Shee…
|
C 62 4⁄4 | ||||||||
| 22910 |
Integrates Simplenote with Claude Desktop, allowing AI assistants to read, crea…
|
C 62 4⁄4 | ||||||||
| 22911 |
Enables network information lookup through WHOIS and RIPE Database queries. Sup…
|
C 62 4⁄4 | ||||||||
| 22912 |
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
|
C 62 3⁄3 | ||||||||
| 22913 |
dottedsign-mcp
Claim
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
|
C 62 3⁄3 | ||||||||
| 22914 |
Manage SpherePay customers, bank accounts, wallets, and transfers from Claude.
|
C 62 4⁄3 | ||||||||
| 22915 |
Enables comprehensive email marketing automation through the Cakemail API, incl…
|
C 62 4⁄4 | ||||||||
| 22916 |
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
C 62 4⁄3 | ||||||||
| 22917 |
Enables users to write and execute SPARQL queries against open-access SPARQL en…
|
C 62 4⁄4 | ||||||||
| 22918 |
An MCP server that enables AI agents to interact with Extend's spend management…
|
C 62 4⁄4 | ||||||||
| 22919 |
LLM-assisted biomedical literature screening and extraction for PubMed, GEO, an…
|
C 62 3⁄3 | ||||||||
| 22920 |
minime-mcp
Claim
Universal infinite memory layer for Developer AI assistants. One shared brain a…
|
C 62 4⁄3 | ||||||||
| 22921 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
|
C 62 3⁄3 | ||||||||
| 22922 |
Bridges CLI tools to AI assistants via MCP, enabling knowledge graph management…
|
C 62 3⁄3 | ||||||||
| 22923 |
A stateful debugging and binary research system for LLM agents, integrating GDB…
|
C 62 4⁄3 | ||||||||
| 22924 |
livepilot
Claim
AI copilot for Ableton Live 12 — 96 MCP tools for music production and mixing
|
C 62 4⁄3 | ||||||||
| 22925 |
mcgravity
Claim
A proxy tool for composing multiple MCP servers into one unified endpoint. Scal…
|
C 62 4⁄3 | ||||||||
| 22926 |
Shared workspace your AI agents write to. CMMN case management with 184+ MCP to…
|
C 62 3⁄3 | ||||||||
| 22927 |
MCP server to interact with the data feeds provided by the Nasdaq Data Link. De…
|
C 62 4⁄4 | ||||||||
| 22928 |
MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk
|
C 62 4⁄3 | ||||||||
| 22929 |
Enables AI assistants to manage tasks through YAML-based storage with subtask s…
|
C 62 4⁄4 | ||||||||
| 22930 |
X (Twitter) MCP server
Claim
X (Twitter) MCP server
|
C 62 4⁄4 | ||||||||
| 22931 |
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
|
C 62 3⁄3 | ||||||||
| 22932 |
Exposes Futu API client capabilities as an MCP (Model Context Protocol) tool, a…
|
C 62 4⁄4 | ||||||||
| 22933 |
An MCP server for PDF form filling, basic editing, and OCR text extraction. It …
|
C 62 4⁄3 | ||||||||
| 22934 |
RedTeam-Agent
Claim
RedTeam-Agent: AI-Powered Autonomous Red Team Framework via Model Context Prot…
|
C 62 3⁄3 | ||||||||
| 22935 |
Provides a RAG-based search system for 1C:Enterprise platform documentation usi…
|
C 62 4⁄4 | ||||||||
| 22936 |
TalkiTo lets developers interact with AI systems through speech across multiple…
|
C 62 4⁄3 | ||||||||
| 22937 |
ws-mcp
Claim
Wrap MCP servers with a WebSocket (for use with [kitbitz](https://github.com/ni…
|
C 62 4⁄3 | ||||||||
| 22938 |
Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP…
|
C 62 4⁄4 | ||||||||
| 22939 |
agent-friend
Claim
General purpose toolbox for AI applications
|
C 62 4⁄4 | ||||||||
| 22940 |
bridge4simulator
Claim
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
C 62 3⁄3 | ||||||||
| 22941 |
An MCP server that provides 17 FFmpeg-based tools for video and audio processin…
|
C 62 3⁄3 | ||||||||
| 22942 |
Chainlink MCP Server
Claim
Enables interaction with Chainlink's decentralized oracle network, providing ac…
|
C 62 4⁄4 | ||||||||
| 22943 |
An MCP server that enables users to manage, search, and apply specialized AI pe…
|
C 62 4⁄3 | ||||||||
| 22944 |
Union ♾️ - The Unity MCP Server
|
C 62 4⁄3 | ||||||||
| 22945 |
A practical, community-driven checklist for pentesting MCP servers. Covers traf…
|
C 62 3⁄3 | ||||||||
| 22946 |
A minimal Python MCP server that enables Claude Code to call local Ollama model…
|
C 62 3⁄3 | ||||||||
| 22947 |
speech.sh
Claim
Let the agent speak things out loud, notify you when he's done working with a q…
|
C 62 3⁄3 | ||||||||
| 22948 |
Provide AI assistants with access to comprehensive financial data, stock inform…
|
C 62 4⁄3 | ||||||||
| 22949 |
Enables AI agents to create, read, and manipulate Excel files without requiring…
|
C 62 4⁄4 | ||||||||
| 22950 |
ThinkDrop Vision Service
Claim
Provides screen capture, OCR text extraction, and visual language model scene u…
|
C 62 4⁄3 | ||||||||