MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50701 |
Instagram Ads MCP Server
Claim
Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleti…
|
— | ||||||||
| 50702 |
state-bridge-mcp
Claim
Bridges Zustand stores over WebSocket, enabling MCP-capable AI to inspect and m…
|
— | ||||||||
| 50703 |
mcp-graphql-bridge
Claim
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
|
— | ||||||||
| 50704 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
|
— | ||||||||
| 50705 |
DuckDB MCP Server
Claim
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
|
— | ||||||||
| 50706 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
|
— | ||||||||
| 50707 |
PromptBin
Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
|
— | ||||||||
| 50708 |
MCP server for managing Nokia SR OS devices via gNMI (gRPC) from Claude Desktop.
|
— | ||||||||
| 50709 |
disclos-eu-ai-act
Claim
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
|
— | ||||||||
| 50710 |
dnomia-knowledge
Claim
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
|
— | ||||||||
| 50711 |
UFC-MCP
Claim
A local file conversion server supporting audio, video, image, document, and sp…
|
— | ||||||||
| 50712 |
godot-mcp-omni
Claim
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
|
— | ||||||||
| 50713 |
Long-Term Memory
Claim
A persistent, self-organizing memory MCP server for AI assistants, using semant…
|
— | ||||||||
| 50714 |
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
|
— | ||||||||
| 50715 |
Swagger MCP
Claim
Loads and queries OpenAPI/Swagger documents, providing tools to list APIs, get …
|
— | ||||||||
| 50716 |
mcp_coordinator
Claim
A self-improving coding agent MCP server that enables code execution, semantic …
|
— | ||||||||
| 50717 |
Basecamp MCP Server
Claim
Enables AI assistants to automate Basecamp operations including project managem…
|
— | ||||||||
| 50718 |
USPTO Patent MCP Server
Claim
Provides access to USPTO patent and patent application data through multiple AP…
|
— | ||||||||
| 50719 |
@buygit/mcp-server
Claim
The only MCP that returns license + supply-chain risk + popularity + price in a…
|
— | ||||||||
| 50720 |
Airtable MCP Server
Claim
Enables interaction with Airtable bases and tables, allowing schema inspection …
|
— | ||||||||
| 50721 |
web2md
Claim
Converts web pages to Markdown with tiered fetching to minimize LLM context usa…
|
— | ||||||||
| 50722 |
pokeapi-mcp-server
Claim
MCP server providing tools to look up Pokémon, moves, abilities, items, locatio…
|
— | ||||||||
| 50723 |
Meta Ads MCP Server
Claim
A comprehensive MCP server for managing and analyzing Meta Ads (Facebook/Instag…
|
— | ||||||||
| 50724 |
mcp-server-python
Claim
A Python MCP server providing AI agents with tools for local knowledge base sea…
|
— | ||||||||
| 50725 |
Project Oracle
Claim
A stateful MCP server that remembers what your AI agent has already seen.
|
— | ||||||||
| 50726 |
Linear MCP Server
Claim
Enables AI agents to manage Linear workspace resources such as issues, projects…
|
— | ||||||||
| 50727 |
mcp-control
Claim
MCP server that gives Claude Code full mouse, keyboard, and app control on macO…
|
— | ||||||||
| 50728 |
MS365 Email MCP Server
Claim
A Python-based MCP server for Microsoft 365 Outlook email operations using OAut…
|
— | ||||||||
| 50729 |
GenLayer MCP Server
Claim
A comprehensive MCP server for generating sophisticated GenLayer Intelligent Co…
|
— | ||||||||
| 50730 |
zaytsv-bot-graph-mcp
Claim
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
|
— | ||||||||
| 50731 |
dbmcp-server
Claim
Provides an instant MongoDB MCP server that can be used from any AI agent witho…
|
— | ||||||||
| 50732 |
Comprehensive MCP server offering password generation, QR code creation, Base64…
|
— | ||||||||
| 50733 |
Langflow MCP Server
Claim
MCP Server for interacting with the Langflow API via a natural language interfa…
|
— | ||||||||
| 50734 |
WorkOS MCP Server
Claim
MCP server for WorkOS User Management API. Enables Claude to manage users, orga…
|
— | ||||||||
| 50735 |
mcp-crash-analyzer
Claim
A Model Context Protocol (MCP) server for automated crash analysis using GDB.
|
— | ||||||||
| 50736 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
|
— | ||||||||
| 50737 |
GitLab MCP Server
Claim
Provides tools to interact with a self-hosted GitLab instance, enabling project…
|
— | ||||||||
| 50738 |
bhinneka
Claim
MCP server providing flight search, web search, URL fetching with JS rendering,…
|
— | ||||||||
| 50739 |
netscan MCP Server
Claim
MCP server that enables Claude to perform network scans using netscan, supporti…
|
— | ||||||||
| 50740 |
Gemini MCP Server
Claim
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
|
— | ||||||||
| 50741 |
mcp-engram
Claim
Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge g…
|
— | ||||||||
| 50742 |
Memory Bear
Claim
An MCP server that transforms markdown notes into a searchable knowledge base w…
|
— | ||||||||
| 50743 |
Connects Claude Code to a Latent Defense deployment to map GitHub repositories …
|
— | ||||||||
| 50744 |
companieswise
Claim
Provides verified UK company lookup and number validation for AI agents using o…
|
— | ||||||||
| 50745 |
revolut-merchant-mcp
Claim
MCP server for the Revolut Merchant API, enabling AI assistants to read and man…
|
— | ||||||||
| 50746 |
numerology
Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
|
— | ||||||||
| 50747 |
Surf MCP Server
Claim
Enables access to 86 crypto data endpoints from the Surf API, including market …
|
— | ||||||||
| 50748 |
bags-sdk-mcp
Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
|
— | ||||||||
| 50749 |
rybbit-mcp
Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
|
— | ||||||||
| 50750 |
Namecheap MCP Server
Claim
An MCP server for managing DNS records and domains via the Namecheap API. Works…
|
— | ||||||||