MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
get-dx
DX MCP Server Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 64 84 66 90 49 95 92
1252
selfagency
beans-mcp Claim
Interact with the Beans CLI issue tracker agentically
B 81 54 80 62 N/A 89 92 88
1253
cj-vana
claude-swarm Claim 3
MCP server for orchestrating parallel Claude Code worker swarms with protocol-b…
B 81 55 73 100 N/A 78 95 54
1254
gander-tools
MCP server for querying and validating OpenStreetMap tags
B 81 54 85 63 N/A 81 95 81
1255
yeominux
md-feedback Claim
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes…
B 81 44 72 N/A N/A 60 95 95
1256
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1257
achriom
Achriom Claim 1
Moved to com.achriom/achriom in the Official MCP Registry.
B 81 66 90 90 92 27 81 87
1258
joleyline
MCP Memory LibSQL Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 55 94 68 62 82 92
1259
mcpware
pagecast Claim
Record any browser page as GIF or video via MCP
B 81 44 60 N/A N/A 78 95 94
1260
S2thend
cursor-history Claim 2
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
B 81 55 79 100 N/A 75 95 50
1261
zivhdinfo
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
B 81 54 90 70 N/A 46 95 93
1262
blakeyoder
Provides AI assistants with instant access to TypeScript type definitions from …
B 80 54 96 58 N/A 47 95 92
1263
pipeboard-co
meta-ads-mcp Claim 1
Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze p…
B 80 55 88 74 65 81 87
1264
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1265
railsware
Coupler Analytics Claim
Analytics Coupler.io MCP bridges your business data to AI for fast and smart an…
B 80 55 86 72 65 81 94
1266
kazuph
Model Context Protocol server for Task Management. This allows Claude Desktop (…
B 80 55 78 82 N/A 44 95 90
1267
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 54 84 67 N/A 61 95 88
1268
Ansvar-Systems
chilean-law-mcp Claim
Chilean legislation via MCP — full-text search across statutes and provisions
B 80 55 90 66 N/A 68 80 92
1269
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1270
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1271
anzax
dockashell Claim
DockaShell is an MCP server that gives AI agents isolated Docker containers to …
B 80 54 94 46 N/A 70 95 91
1272
whynowlab
jarvis-orb Claim
Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temp…
B 80 44 66 N/A N/A 65 95 94
1273
JonathanJude
Enables AI agents to analyze and understand images using OpenRouter's vision mo…
B 80 55 100 71 46 81 91
1274
nickweedon
Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…
B 80 55 90 100 32 82 78
1275
AbhinavBansal17
mcp-headless-gmail Claim
Read recent Gmail messages, retrieve full bodies in chunks, and send emails. Op…
B 80 55 96 71 N/A 47 81 94
1276
alx1p
Luma Events Claim
Discover events from Luma — search by category, city, distance, and keywords wi…
B 80 44 76 N/A N/A 50 95 93
1277
bsangars
MPO MCP Server Claim
Enables AI assistants to interact with GitHub repositories, Confluence document…
B 80 55 90 87 29 81 96
1278
dsgarage
ReviewMCP Claim 1
Enables automatic validation and correction of Re:VIEW manuscript files by chec…
B 80 55 78 82 N/A 33 95 100
1279
Michael-Obele
shadcn-svelte-mcp Claim
Mastra MCP server and tooling for the shadcn-svelte component docs and develope…
B 80 55 90 61 N/A 77 80 93
1280
vinbg
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
B 80 64 96 63 95 25 95 91
1281
TimEvans
Claude Session MCP Claim 2
Provides Claude Code with programmatic session awareness to track context usage…
B 80 55 90 91 N/A 24 92 85
1282
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1283
Radek44
Enables AI-driven testing and automation of Tauri desktop applications through …
B 80 55 86 83 N/A 46 95 76
1284
GethosTheWalrus
temporal Claim 1
MCP support for Temporal. A comprehensive set of tools for interacting with wor…
B 80 55 72 91 79 85 75
1285
ykarapazar
Word MCP Live Claim 1
Live Microsoft Word editing via MCP — tracked changes, undo, comments, 40+ tools
B 80 55 90 82 N/A 61 75 83
1286
markheramis
Enables AI assistants to interact with Obsidian vaults via direct filesystem ac…
B 80 54 96 58 N/A 39 94 100
1287
pinkpixel-dev
Provides LLMs with current date and time information across any timezone, with …
B 80 55 72 100 50 81 90
1288
macarthy
bruno-mcp Claim
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
B 80 54 88 72 N/A 47 95 91
1289
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1290
mcp-use
mcp-use Claim
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Serv…
B 80 55 90 62 N/A 82 78 89
1291
qwe4559999
scopus-mcp Claim 1
A Model Context Protocol server for the Elsevier Scopus API
B 80 54 85 73 N/A 59 83 95
1292
66julienmartin
A Node.js/TypeScript implementation of a Model Context Protocol server for the …
B 80 55 94 68 46 81 100
1293
c0webster
A security-hardened integration that enables Claude to interact with Google Wor…
B 80 55 78 82 N/A 49 90 93
1294
paperMoose
Dooist Claim 1
A task management MCP server that allows users to create, list, and organize ta…
B 80 54 94 58 N/A 55 92 96
1295
TimLukaHorstmann
mcp-weather Claim
Accurate weather forecasts via the AccuWeather API (free tier available).
B 80 55 96 66 56 80 97
1296
op-enny
Provides seamless access to the Fake Store API for AI assistants with 18 CRUD t…
B 80 55 86 100 44 81 76
1297
HCF-S
A secure local DID signer for AmikoNet that manages private keys and creates cr…
B 80 66 100 66 89 39 82 91
1298
arabold
docs-mcp-server Claim
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
B 80 54 84 43 N/A 91 94 94
1299
1405942836
appium-mcp Claim
Appium MCP Server 是一个异步、高性能的移动自动化测试框架,基于 MCP 协议与 Claude/ChatGPT 等 AI 集成,支持 Andr…
B 80 54 90 61 N/A 48 91 100
1300
hiyorineko
Rollbar MCP Server Claim 1
MCP server implementation that enables LLMs to interact with Rollbar error trac…
B 80 55 96 68 51 82 96
Showing 1251–1300 of 30006 servers
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