MCP Server Quality Scores

Independent quality analysis of 69236 public MCP servers

69236
Discovered
→
33911
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47301
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
— ○ ⏳ — N/A N/A — — —
47302
rahul-jajala
MCP server that exposes stock research tools (fundamentals, news, technicals, a…
— ○ ⏳ — N/A N/A — — —
47303
90PabloRomero
An MCP server that provides full read/write access to an Obsidian vault, enabli…
— ○ ⏳ — N/A N/A — — —
47304
TegroTON
Provides read-only, real-time access to TON blockchain data including wallet ba…
— ○ ⏳ — — — — — —
47305
DumoeDss
Enables LLMs to list, open, and close installed software on Windows, macOS, and…
— ○ ⏳ — N/A N/A — — —
47306
ZaynJarvis
disk Claim
Disk is a personal cloud storage on Cloudflare with an MCP server enabling agen…
— ○ ⏳ — — — — — —
47307
lukleh
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
— ○ ⏳ — — — — — —
47308
ViktorOgnev
kaiten-mcp Claim
Enables interaction with Kaiten project management platform through 246 tools f…
— ○ ⏳ — — — — — —
47309
malkreide
MCP server providing access to Swiss cultural heritage data including ISOS town…
— ○ ⏳ — — — — — —
47310
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
— ○ ⏳ — N/A N/A — 95 —
47311
mfalcirolli1
mcp-server Claim
Sets up a Model Context Protocol (MCP) server with FastMCP, allowing LLMs to us…
— ○ ⏳ — N/A N/A — — —
47312
StormXX
Provides access to Rive's animation documentation, runtime guides, editor featu…
— ○ ⏳ — — — — — —
47313
eliottreich
Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes…
— ○ ⏳ — N/A N/A — — —
47314
Faceless0x7
Enables LLM agents to interact with and automate operations with the AdaptixC2 …
— ○ ⏳ — N/A N/A — — —
47315
universal-mcp
Enables interaction with DigitalOcean services and tools through a unified API …
— ○ ⏳ — — — — — —
47316
kyryl-opens-ml
mcp-dagster Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
— ○ ⏳ — N/A N/A — 95 —
47317
deuxksy
Integrates with Steam Web API to enable querying user profiles, game libraries,…
— ○ ⏳ — — — — — —
47318
shawnazar
ForkMate Claim
Log what you ate by talking to your AI assistant — calories and macros, complet…
— ○ ⏳ — — — — — —
47319
liteapi-travel
Enables interaction with LiteAPI's hotel booking and travel services through MC…
— ○ ⏳ — — — — — —
47320
wintenboy
Enables searching and querying Korean law ontology via SPARQL, with tools for l…
— ○ ⏳ — — — — — —
47321
Hippensteel
ccfolio Claim
Enables searching and browsing past Claude Code conversations directly from wit…
— ○ ⏳ — N/A N/A — — —
47322
kkeeling
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
— ○ ⏳ — — — — — —
47323
siosig
Provides a persistent, local-first memory for coding agents over MCP, enabling …
— ○ ⏳ — — — — — —
47324
zyx77550
SPARDA Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
— ○ ⏳ — N/A N/A — — —
47325
christian.nicolas
lumora Claim
— ○ ⏳ — N/A N/A — 95 —
47326
3mdistal
css-tutor Claim
Acts as a CSS Tutor, providing personalized updates about CSS features by fetch…
— ○ ⏳ — N/A N/A — — —
47327
archfill
Tsumugi Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
— ○ ⏳ — — — — — —
47328
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
— ○ ⏳ — — — — — —
47329
marlybone
Praesago Claim
UK property area intelligence: validated trajectory scores, gentrification earl…
— ○ ⏳ — — — — — —
47330
gabrielmahia
church-mcp Claim
Provides tools to access information about religious institutions and community…
— ○ ⏳ — — — — — —
47331
TuttoOne
Controls SharePoint through natural language via Microsoft Graph API, enabling …
— ○ ⏳ — — — — — —
47332
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
— ○ ⏳ — — — — — —
47333
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
— ○ ⏳ — N/A N/A — — —
47334
miniaccountant
Invoicing, expenses, accounting analytics. OAuth 2.1 dynamic client registratio…
— ○ ⏳ — — — — — —
47335
texra-ai
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
— ○ ⏳ — N/A N/A — — —
47336 — ○ ⏳ — N/A N/A — 95 —
47337
HUGO-Domon
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
— ○ ⏳ — — — — — —
47338
MyLeadTech
HVAC MCP server — fault codes, model lookup and answers cited to the OEM manual…
— ○ ⏳ — — — — — —
47339
Rockysingh116
Plane MCP Claim
An MCP server that enables LLMs to fully manage a Plane workspace, including pr…
— ○ ⏳ — — — — — —
47340
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
— ○ ⏳ — N/A N/A — — —
47341
NiveditaAryaK
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
— ○ ⏳ — N/A N/A — — —
47342
scarter4work
Enforces client-mandated development workflows with audit trails, state persist…
— ○ ⏳ — N/A N/A — — —
47343
ffpy
my-mcp-ssh Claim
An MCP server that enables large language models to connect to remote servers v…
— ○ ⏳ — N/A N/A — — —
47344
Oliviergg
A Python MCP server for fetching and summarizing news articles from the Boring …
— ○ ⏳ — — — — — —
47345
FoxTrove
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
— ○ ⏳ — — — — — —
47346
extend-hq
extend Claim
Turn documents into structured data: parse, extract, classify, split, and fill …
— ○ ⏳ — — — — — —
47347
Evin009
Enables users to interact with GitHub via natural language requests, executing …
— ○ ⏳ — — — — — —
47348
DEBARPAN2000
Connects AI assistants to TradingView Desktop via Chrome DevTools Protocol for …
— ○ ⏳ — N/A N/A — — —
47349
gifro10
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
— ○ ⏳ — — — — — —
47350
pipeworx-io
MCP server for querying and exploring Issy-les-Moulineaux open data datasets (c…
— ○ ⏳ — — — — — —
Showing 47301–47350 of 69236 servers
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