MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2251
Nabeelshar
FastAPI MCP Server ⚡ Claim 2
A Model Context Protocol server that provides tools for introspecting and analy…
B 78 5⁄4 ◉ ⏳ 81 70 N/A 45 90 99
2252
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 5⁄5 ◉ ⏳ 92 68 — 65 76 85
2253
sonatype
Sonatype component intelligence: versions, security analysis, and Trust Score r…
B 78 6⁄6 ◉ ⏳ 84 70 95 28 81 93
2254
mariotaddeucci
Template MCP ⚡ Claim
A secure MCP server using FastMCP and Eunomia Authorization, providing granular…
B 78 5⁄5 ◉ ⏳ 80 72 — 53 81 97
2255
2b3pro
Roam Research ⚡ Claim
Provides comprehensive access to Roam Research's API functionality. This server…
B 78 5⁄5 ◉ ⏳ 82 73 — 81 80 73
2256
artemsvit
Figma MCP PRO ⚡ Claim
Professional Model Context Protocol server that enables AI-optimized Figma desi…
B 78 5⁄5 ◉ ⏳ 84 72 — 54 81 92
2257
optuna
optuna-mcp ⚡ Claim
Official MCP server enabling seamless orchestration of hyperparameter search an…
B 78 5⁄4 ◉ ⏳ 78 61 N/A 81 87 88
2258
stilllovee
Provides tools for executing shell commands both synchronously and asynchronous…
B 78 5⁄5 ◉ ⏳ 78 100 N/A 29 95 74
2259
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 5⁄5 ◉ ⏳ 73 100 N/A 50 75 84
2260
WiseriaAI
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 78 5⁄4 ◉ ⏳ 76 61 N/A 59 92 98
2261
effytech
Freshservice MCP server
B 78 5⁄5 ◉ ⏳ 88 71 — 47 81 94
2262
MohitSahoo
An AI-powered penetration testing server that integrates over 30 security tools…
B 78 4⁄4 ◉ ⏳ 78 N/A N/A 33 95 96
2263
symgraph
BinAssistMCP Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
B 78 5⁄5 ◉ ⏳ 86 61 — 62 84 95
2264
ryu1maniwa
Enables access to OpenTelemetry documentation by fetching and converting pages …
B 78 5⁄5 ◉ ⏳ 68 100 — 38 83 91
2265
markswendsen-code
HelloFresh MCP Server ⚡ Claim 1
Enables AI assistants to manage HelloFresh meal kit accounts by browsing menus,…
B 78 5⁄4 ◉ ⏳ 90 72 N/A 30 87 100
2266
libralm-ai
LibraLM MCP Server ⚡ Claim
Access 50+ AI-generated book summaries and chapter breakdowns directly in Claud…
B 78 5⁄5 ◉ ⏳ 84 66 — 54 80 100
2267
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 5⁄4 ◉ ⏳ 94 68 N/A 24 95 94
2268
tomellen
SR P3 MCP Server ⚡ Claim 2
An MCP server providing access to Sveriges Radio's P3 channel music playlists, …
B 78 5⁄5 ◉ ⏳ 77 66 — 65 83 98
2269
corbyjamesibm
A memory management system that enables AI assistants to store, search, and vis…
B 78 5⁄5 ◉ ⏳ 100 63 — 47 76 96
2270
bjornfix
Enables interaction with multiple WordPress sites through a proxy that connects…
B 78 5⁄5 ◉ ⏳ 96 68 — 31 81 98
2271
saikiyusuke
alog-mcp ⚡ Claim 1
AI agent activity logger & monitor MCP server with 20 tools. Post logs, create …
B 78 5⁄5 ◉ ⏳ 94 66 — 45 82 93
2272
s-n-n
Edge TTS MCP ⚡ Claim 1
A cross-platform MCP server that enables Claude to speak using Microsoft Edge T…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 45 90 96
2273
danilonovaisv
n8n Workflow Builder ⚡ Claim 1
Enables AI assistants to manage n8n automation workflows through natural langua…
B 78 5⁄5 ◉ ⏳ 94 100 — 48 81 50
2274
baryhuang
mcp-headless-gmail ⚡ Claim
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
B 78 5⁄5 ◉ ⏳ 96 66 N/A 47 81 92
2275
tianyuio
worldbank-mcp ⚡ Claim
Provides query capabilities for global economic and social development data fro…
B 78 5⁄4 ◉ ⏳ 72 63 — 72 85 99
2276
ah-wq
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
B 78 5⁄5 ◉ ⏳ 90 100 N/A 46 95 40
2277
intruder-io
intruder-mcp ⚡ Claim 1
MCP server to access [Intruder](https://www.intruder.io/), helping you identify…
B 78 5⁄5 ◉ ⏳ 80 60 — 67 81 100
2278
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 5⁄4 ◉ ⏳ 80 70 N/A 42 92 100
2279
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 5⁄5 ◉ ⏳ 70 82 — 63 80 92
2280
TRANZACT
A Model Context Protocol server enabling AI assistants to interact with Tempo's…
B 78 5⁄5 ◉ ⏳ 71 75 — 70 81 93
2281
yujiseok
Korean public official asset disclosure data (공직자 재산공개) - search and retrieve a…
B 78 4⁄4 ◉ ⏳ 60 N/A N/A 67 95 93
2282
reyhansunduk
Integrates with the Turkish Revenue Administration (GİB) e-Arşiv Fatura system …
B 78 5⁄5 ◉ ⏳ 96 67 — 39 81 96
2283
domdomegg
Downdetector ⚡ Claim
Check service status and outage information via Downdetector.
B 78 5⁄5 ◉ ⏳ 78 100 N/A 66 95 42
2284
nailuoGG
anki-mcp-server ⚡ Claim 1
MCP server for Anki via AnkiConnect
B 78 5⁄5 ◉ ⏳ 52 100 N/A 45 95 95
2285
sammcj
mcp-package-docs ⚡ Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 5⁄4 ◉ ⏳ 79 58 N/A 68 95 90
2286
dh1011
Automatically generates complete favicon sets from PNG images or URLs, creating…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 43 95 91
2287
muba00
gitstandup ⚡ Claim
Generate daily standup notes from git commits across multiple repositories with…
B 78 5⁄4 ◉ ⏳ 82 51 N/A 67 95 95
2288
AtilioA
Enables natural language access to Brazilian treasury bond data through the Tes…
B 78 5⁄5 ◉ ⏳ 94 61 — 47 81 98
2289
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 5⁄5 ◉ ⏳ 72 82 N/A 46 95 90
2290
HaithamOumerzoug
Keycloak MCP Server ⚡ Claim 1
A Model Context Protocol server that enables management of Keycloak users and r…
B 78 5⁄5 ◉ ⏳ 79 67 — 64 81 100
2291
shinpr
mcp-local-rag ⚡ Claim 1
Privacy-first document search server running entirely locally. Supports semanti…
B 78 5⁄4 ◉ ⏳ 100 35 N/A 85 82 92
2292
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 5⁄5 ◉ ⏳ 100 70 — 37 81 90
2293
idapixl
MCP Starter Kit ⚡ Claim
Production-ready TypeScript MCP server template — 4 tools, Zod validation, 19 t…
B 78 5⁄4 ◉ ⏳ 66 66 N/A 70 92 99
2294
detailobsessed
spm-search-mcp ⚡ Claim 1
An MCP server that allows coding agents to search the Swift Package Index and r…
B 78 5⁄5 ◉ ⏳ 67 68 — 86 83 94
2295
ebowman
Enables comprehensive access to RescueTime productivity data and features throu…
B 78 5⁄5 ◉ ⏳ 80 77 — 46 82 95
2296
OnboardedInc
Onboarded MCP Server ⚡ Claim 2
Enables AI assistants to interact with the Onboarded platform through automatic…
B 78 5⁄4 ◉ ⏳ 92 72 N/A 30 92 90
2297
Im-Hal-9K
Capacities-MCP-Plus ⚡ Claim 1
An enhanced MCP server for the Capacities knowledge management app. Features …
B 78 5⁄4 ◉ ⏳ 78 67 N/A 52 91 95
2298
Anil-appari007
Jenkins MCP Server ⚡ Claim
Enables AI assistants to interact with Jenkins CI/CD systems through natural la…
B 78 5⁄5 ◉ ⏳ 92 68 — 46 80 97
2299
MissionSquad
THORChain MCP Server ⚡ Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 5⁄5 ◉ ⏳ 74 100 — 47 81 76
2300
Berckan
bugherd-mcp ⚡ Claim 1
BugHerd API v2 integration — 37 tools for projects, tasks, comments, and webhoo…
B 78 5⁄5 ◉ ⏳ 94 100 N/A 52 81 46
Showing 2251–2300 of 68965 servers
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