MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1901
everaldo
mcp-mistral-ocr Claim
OCR images or pdfs, locally or by URLs by using Mistral OCR API (paid)
B 79 55 90 68 51 80 100
1902
datagen24
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
B 79 55 71 87 49 82 100
1903
gogogadgetbytes
smart-connections Claim 1
MCP server for Obsidian Smart Connections. Semantic search using your vault's e…
B 79 54 79 65 N/A 52 95 97
1904
openSVM
zig-mcp-server Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 54 100 40 N/A 69 95 89
1905
raveenb
fal-mcp-server Claim
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
B 79 55 100 30 92 82 98
1906
openpharma-org
CDC MCP Server Claim 1
Provides access to 73 CDC public health datasets covering disease surveillance,…
B 79 55 96 68 48 82 90
1907
stat-guy
Enhances AI model capabilities with structured, retrieval-augmented thinking pr…
B 79 55 90 100 N/A 43 95 52
1908
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1909
WhitneyDesignLabs
cnc-fluidnc-mcp Claim 1
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
B 79 44 69 N/A N/A 53 95 96
1910
redpanda-data
docs-mcp Claim
Get authoritative answers about Redpanda documentation and search API reference…
B 79 66 76 86 94 30 80 92
1911
finmap-org
mcp-server Claim
[finmap.org](https://finmap.org/) MCP server provides comprehensive historical …
B 79 66 100 86 36 70 84 98
1912
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1913
cexll
Codex MCP Server Claim 1
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
B 79 54 84 65 N/A 67 90 89
1914
whitebirchio
Enables integration with Monarch Money to query financial data, analyze spendin…
B 79 54 84 68 N/A 46 90 99
1915
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 54 70 68 69 92 99
1916
Piotr1215
Provides secure, direct file system access to Obsidian vault files, enabling se…
B 79 54 96 63 N/A 34 95 94
1917
Rob-P-Smith
Enables AI assistants to crawl websites, extract and store web content with sem…
B 79 55 100 72 24 81 99
1918
operantlabs
operant-mcp Claim
Security testing MCP server with 51 tools for penetration testing, network fore…
B 79 44 72 55 95 90
1919
levelsofself
ai-ops Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
B 79 54 90 63 N/A 50 90 93
1920
pebbletek
cribl-mcp Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 55 78 76 63 77 99
1921
t09tanaka
Provides compiler-grade TypeScript symbol renaming and file/directory move plan…
B 79 55 90 100 N/A 50 95 46
1922
alexarevalo9
ticktick-mcp-server Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 55 88 100 41 94 56
1923
finfin
mermaid-mcp-app Claim
MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and …
B 79 44 66 N/A N/A 55 95 99
1924
dominic-righthere
envibe-mcp Claim
MCP server for envibe that provides controlled access to environment variables …
B 79 54 94 56 N/A 39 95 99
1925
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1926
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1927
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1928
Haervwe
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
B 79 55 66 82 N/A 52 95 98
1929
prismism-dev
Prismism Claim 1
Upload any file, get a tracked shareable link. DocSend for AI agents.
B 79 66 75 86 90 33 81 99
1930
mizukaizen
hive-doctrine-mcp Claim
Agent knowledge marketplace. 105 products, 6 MCP tools, x402 payments on Base n…
B 79 54 67 100 N/A 37 90 90
1931
JamesANZ
video-toolkit-mcp Claim 1
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
B 79 54 90 57 N/A 50 90 100
1932
8b-is
smart-tree Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 54 100 37 N/A 82 90 88
1933
skydeckai
Enables accessing and managing personal/team internal knowledge repository with…
B 79 54 92 67 N/A 36 92 95
1934
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1935
LucasSiqueiraSurreco
Enables secure database interactions with MySQL, PostgreSQL, and SQLite through…
B 79 55 90 68 58 81 94
1936
Damien829
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memor…
B 79 66 75 96 92 42 69 87
1937
imprvhub
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
B 79 54 90 58 N/A 63 84 99
1938
MrOrz
Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…
B 78 55 90 100 61 81 48
1939
1lystore
mcp-server Claim 3
MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…
B 78 54 75 71 N/A 66 83 93
1940
Coding-Solo
godot-mcp Claim 2
A MCP server for interacting with the Godot game engine, providing tools for ed…
B 78 54 81 58 N/A 59 90 100
1941
bradleygolden
HexDocs MCP Claim
Provides semantic search capabilities for Hex package documentation using AI em…
B 78 54 76 60 N/A 74 92 90
1942
kyodule
Indexes local and enterprise documents to provide a unified personal knowledge …
B 78 54 84 68 N/A 52 90 88
1943
baskcart
Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…
B 78 55 78 66 69 82 93
1944
wei
MCP server for querying the official MCP registry.
B 78 55 57 100 N/A 49 95 85
1945
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 54 88 60 N/A 52 95 88
1946
CryptoAPIs-io
mcp-contracts Claim 2
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
B 78 66 81 76 94 42 74 89
1947
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
1948
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
1949
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
1950
runablehq
mobile-mcp Claim
A Model Context Protocol (MCP) server that provides mobile automation capabilit…
B 78 54 66 66 N/A 63 95 99
Showing 1901–1950 of 66402 servers
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