MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1451
nitish-raj
SearXNG MCP Bridge ⚡ Claim 1
An MCP server that acts as a bridge to SearXNG instances, allowing AI models to…
B 80 5⁄5 ◉ ⏳ 75 71 — 82 80 96
1452
byul-ai
mcp-byul ⚡ Claim
The Byul Finance MCP provides real-time financial data via the Byul API, includ…
B 80 5⁄4 ◉ ⏳ 92 71 N/A 43 95 90
1453
FuzzingLabs
mcp-security-hub ⚡ Claim
A growing collection of MCP servers bringing offensive security tools to AI ass…
B 80 5⁄4 ◉ ⏳ 96 58 N/A 57 87 96
1454
tushar-badhwar
NLSQL MCP Server ⚡ Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 5⁄4 ◉ ⏳ 92 62 N/A 46 95 94
1455
ggozad
haiku-rag ⚡ Claim
Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling
B 80 5⁄4 ◉ ⏳ 72 63 N/A 88 92 92
1456
cronus42
Provides tools for interacting with the Transmission BitTorrent client via natu…
B 80 5⁄4 ◉ ⏳ 90 67 N/A 34 95 100
1457
HenkDz
A protocol server that enables interaction with self-hosted Supabase instances …
B 80 5⁄5 ◉ ⏳ 92 75 — 41 82 99
1458
timothywarner-org
🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with produ…
B 80 5⁄4 ◉ ⏳ 90 55 N/A 59 95 96
1459
JereSalguero30
Salesforce MCP Server ⚡ Claim 1
Enables natural language interactions with Salesforce data and metadata, allowi…
B 80 5⁄5 ◉ ⏳ 78 100 — 40 81 88
1460
paperMoose
Dooist ⚡ Claim 1
A task management MCP server that allows users to create, list, and organize ta…
B 80 5⁄4 ◉ ⏳ 94 58 N/A 55 92 96
1461
kocierik
mcp-nomad ⚡ Claim
A nomad MCP Server (modelcontextprotocol)
B 80 5⁄4 ◉ ⏳ 80 66 N/A 75 89 93
1462
rmarescu
Gumroad ⚡ Claim
A Model Context Protocol (MCP) server implementation for Gumroad, enabling MCP-…
B 80 5⁄5 ◉ ⏳ 96 66 — 47 81 100
1463
caffeineflo
Portainer MCP Server ⚡ Claim 1
Enables AI assistants to manage Docker containers, stacks, images, volumes, and…
B 80 5⁄5 ◉ ⏳ 100 72 — 39 82 95
1464
FosterG4
Extracts minimal, relevant code context from multiple programming languages whi…
B 80 5⁄4 ◉ ⏳ 100 58 N/A 43 95 90
1465
universal-tool-calling-protocol
code-mode ⚡ Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 5⁄4 ◉ ⏳ 84 67 N/A 61 95 88
1466
nickgnd
tmux-mcp ⚡ Claim 2
A MCP server for our beloved terminal multiplexer tmux.
B 80 5⁄5 ◉ ⏳ 57 100 N/A 53 90 98
1467
vapvarun
WP Astro MCP ⚡ Claim 2
An MCP server that automates the migration of WordPress sites into production-r…
B 80 5⁄5 ◉ ⏳ 81 100 — 51 81 78
1468
jordanburke
reddit-mcp-server ⚡ Claim 2
Reddit MCP server with full read/write - posts, comments, search, and content c…
B 80 5⁄4 ◉ ⏳ 84 72 N/A 81 67 99
1469
prmail
MoneyChoice ⚡ Claim
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powe…
B 80 6⁄6 ◉ ⏳ 78 86 99 26 82 94
1470
aplaceforallmystuff
mcp-pihole ⚡ Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 5⁄4 ◉ ⏳ 90 65 N/A 58 83 99
1471
devilsfave
dagpipe ⚡ Claim
Crash-proof LLM pipelines. Resumes from failure without a database.
B 80 5⁄5 ◉ ⏳ 90 61 N/A 72 82 94
1472
YourLifewithAI
Collaborative engineering KB for a mile-high city. 9 tools, 8 domains, 32 entri…
B 80 6⁄6 ◉ ⏳ 92 66 95 32 81 98
1473
vitali87
code-graph-rag ⚡ Claim
The ultimate RAG for your monorepo. Query, understand, and edit multi-language …
B 80 5⁄4 ◉ ⏳ 75 61 N/A 69 95 100
1474
4regab
agent-rules-mcp ⚡ Claim
MCP server that enables your agents to use coding rules from any or your GitHub…
B 80 5⁄5 ◉ ⏳ 94 65 — 64 81 93
1475
vimo-ai
Memex Claim
Enables searching and retrieving Claude Code conversation history that would ot…
B 79 5⁄4 ◉ ⏳ 100 37 N/A 66 95 93
1476
pebbletek
cribl-mcp ⚡ Claim
This server acts as a MCP bridge to interact with the Cribl REST API. It allows…
B 79 5⁄5 ◉ ⏳ 78 76 — 63 77 99
1477
tuannvm
mcp-trino Claim 1
A Go implementation of a Model Context Protocol (MCP) server for Trino
B 79 5⁄4 ◉ ⏳ 69 68 — 90 81 95
1478
vivid-money
Vivid MCP Claim
Open a Vivid Business account from your AI chat via MCP.
B 79 6⁄6 ◉ ⏳ 90 70 88 44 81 91
1479
apoojary94
A production-ready MCP server that provides hackathon resources and reusable st…
B 79 6⁄6 ◉ ⏳ 72 90 90 25 81 100
1480
blaze-xyz
Bitso MCP Server ⚡ Claim 1
Enables interaction with the Bitso cryptocurrency exchange API to access withdr…
B 79 5⁄5 ◉ ⏳ 100 66 — 52 81 86
1481
hancengiz
Retrieves transcripts from YouTube videos with support for multiple languages, …
B 79 5⁄5 ◉ ⏳ 94 71 — 31 83 100
1482
defensedotcom
Defense MCP ⚡ Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 5⁄5 ◉ ⏳ 76 72 — 72 76 99
1483
smithery-ai
This is a connector to allow Claude Desktop (or any MCP client) to read and sea…
B 79 5⁄4 ◉ ⏳ 82 65 N/A 61 90 93
1484
deedy5
ddgs ⚡ Claim
A metasearch library that aggregates results from diverse web search services
B 79 5⁄4 ◉ ⏳ 76 53 N/A 80 95 97
1485
Ecolash
𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬
B 79 5⁄4 ◉ ⏳ 96 72 N/A 36 82 97
1486
RestDB
Enables AI agents to manage databases, deploy serverless JavaScript functions, …
B 79 5⁄5 ◉ ⏳ 86 100 — 54 81 63
1487
aparajithn
agent-utils-mcp ⚡ Claim
Swiss-army-knife utility server for AI agents. 18 tools including JSON validati…
B 79 6⁄6 ◉ ⏳ 78 66 100 42 82 100
1488
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 5⁄4 ◉ ⏳ 70 68 — 69 92 99
1489
alexarevalo9
ticktick-mcp-server ⚡ Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 5⁄5 ◉ ⏳ 88 100 — 41 94 56
1490
steffensbola
A TypeScript implementation of a Model Context Protocol server that enables LLM…
B 79 5⁄5 ◉ ⏳ 96 68 — 53 81 87
1491
abdul-hamid-achik
Tarot MCP Server ⚡ Claim
Provides tarot card reading capabilities with a complete 78-card deck, multiple…
B 79 5⁄5 ◉ ⏳ 90 60 — 64 82 97
1492
laundromatic
shopgraph ⚡ Claim 1
Structured product data from the open web — Schema.org + AI extraction for e-co…
B 79 6⁄6 ◉ ⏳ 71 80 94 37 90 92
1493
symbo-ls
Symbols MCP ⚡ Claim 2
Symbols.app MCP — docs, code generation, publishing, CLI/SDK reference
B 79 5⁄5 ◉ ⏳ 79 82 N/A 36 95 94
1494
bitbonsai
mcp-obsidian ⚡ Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 5⁄5 ◉ ⏳ 94 100 N/A 49 95 42
1495
clumsynonono
Enables AI assistants to analyze Aave V3 positions on Ethereum, monitor health …
B 79 5⁄5 ◉ ⏳ 90 65 — 52 82 100
1496
llmsresearch
paperbanana ⚡ Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 5⁄4 ◉ ⏳ 76 56 N/A 90 90 90
1497
itskaransingh
docling-mcp ⚡ Claim
B 79 5⁄4 ◉ ⏳ 68 68 N/A 69 90 100
1498
cyanheads
GitHub MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
B 79 5⁄5 ◉ ⏳ 85 72 — 52 81 100
1499
TickTockBent
Charlotte ⚡ Claim
A token-efficient MCP server that gives AI agents structured access to the web,…
B 79 5⁄4 ◉ ⏳ 100 30 — 79 95 92
1500
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 5⁄5 ◉ ⏳ 90 72 — 61 80 88
Showing 1451–1500 of 68965 servers
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