MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 1901 |
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
|
B 79 5⁄5 | ||||||||
| 1902 |
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
|
B 79 5⁄5 | ||||||||
| 1903 |
MCP server for Obsidian Smart Connections. Semantic search using your vault's e…
|
B 79 5⁄4 | ||||||||
| 1904 |
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
|
B 79 5⁄4 | ||||||||
| 1905 |
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
|
B 79 5⁄5 | ||||||||
| 1906 |
Provides access to 73 CDC public health datasets covering disease surveillance,…
|
B 79 5⁄5 | ||||||||
| 1907 |
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
|
B 79 5⁄5 | ||||||||
| 1908 |
Provides tools to search and retrieve Google Gemini API documentation.
|
B 79 5⁄5 | ||||||||
| 1909 |
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
B 79 4⁄4 | ||||||||
| 1910 |
docs-mcp
Claim
Get authoritative answers about Redpanda documentation and search API reference…
|
B 79 6⁄6 | ||||||||
| 1911 |
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
|
B 79 6⁄6 | ||||||||
| 1912 |
Enables natural language access to blockchain data and insights through the Sei…
|
B 79 5⁄5 | ||||||||
| 1913 |
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
B 79 5⁄4 | ||||||||
| 1914 |
Enables integration with Monarch Money to query financial data, analyze spendin…
|
B 79 5⁄4 | ||||||||
| 1915 |
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
|
B 79 5⁄4 | ||||||||
| 1916 |
Obsidian MCP Server
Claim
Provides secure, direct file system access to Obsidian vault files, enabling se…
|
B 79 5⁄4 | ||||||||
| 1917 |
Crawl4AI RAG MCP Server
Claim
Enables AI assistants to crawl websites, extract and store web content with sem…
|
B 79 5⁄5 | ||||||||
| 1918 |
Security testing MCP server with 51 tools for penetration testing, network fore…
|
B 79 4⁄4 | ||||||||
| 1919 |
ai-ops
Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
|
B 79 5⁄4 | ||||||||
| 1920 |
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
|
B 79 5⁄5 | ||||||||
| 1921 |
Provides compiler-grade TypeScript symbol renaming and file/directory move plan…
|
B 79 5⁄5 | ||||||||
| 1922 |
MCP server for TickTick API enabling task management, project organization, hab…
|
B 79 5⁄5 | ||||||||
| 1923 |
MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and …
|
B 79 4⁄4 | ||||||||
| 1924 |
MCP server for envibe that provides controlled access to environment variables …
|
B 79 5⁄4 | ||||||||
| 1925 |
ragmap
Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
|
B 79 5⁄4 | ||||||||
| 1926 |
create-mcp-app
Claim
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
|
B 79 5⁄4 | ||||||||
| 1927 |
MCP server for querying VirusTotal API with comprehensive security analysis too…
|
B 79 5⁄4 | ||||||||
| 1928 |
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
|
B 79 5⁄5 | ||||||||
| 1929 |
Upload any file, get a tracked shareable link. DocSend for AI agents.
|
B 79 6⁄6 | ||||||||
| 1930 |
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
|
B 79 5⁄4 | ||||||||
| 1931 |
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
|
B 79 5⁄4 | ||||||||
| 1932 |
AI-native directory visualization with semantic analysis, ultra-compressed form…
|
B 79 5⁄4 | ||||||||
| 1933 |
Enables accessing and managing personal/team internal knowledge repository with…
|
B 79 5⁄4 | ||||||||
| 1934 |
Enables AI agents to interact with live Shopify stores through Admin and Storef…
|
B 79 5⁄5 | ||||||||
| 1935 |
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
|
B 79 5⁄5 | ||||||||
| 1936 |
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
|
B 79 6⁄6 | ||||||||
| 1937 |
mcp-browser-agent
Claim
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
|
B 79 5⁄4 | ||||||||
| 1938 |
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
|
B 78 5⁄5 | ||||||||
| 1939 |
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
|
B 78 5⁄4 | ||||||||
| 1940 |
A MCP server for interacting with the Godot game engine, providing tools for ed…
|
B 78 5⁄4 | ||||||||
| 1941 |
Provides semantic search capabilities for Hex package documentation using AI em…
|
B 78 5⁄4 | ||||||||
| 1942 |
Indexes local and enterprise documents to provide a unified personal knowledge …
|
B 78 5⁄4 | ||||||||
| 1943 |
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
|
B 78 5⁄5 | ||||||||
| 1944 |
MCP server for querying the official MCP registry.
|
B 78 5⁄5 | ||||||||
| 1945 |
Downloads your entire Search Console dataset into a local SQLite database, then…
|
B 78 5⁄4 | ||||||||
| 1946 |
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
|
B 78 6⁄6 | ||||||||
| 1947 |
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
|
B 78 5⁄5 | ||||||||
| 1948 |
An MCP server that provides LLMs with efficient access to package documentation…
|
B 78 5⁄4 | ||||||||
| 1949 |
phloem
Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
|
B 78 5⁄4 | ||||||||
| 1950 |
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
|
B 78 5⁄4 | ||||||||