MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3251
jrenaldi79
sidecar Claim
A parallel AI window for Claude Code. Fork conversations to Gemini, GPT, DeepSe…
B 76 54 96 28 N/A 75 90 94
3252
redis
mcp-redis-cloud Claim
Manage your Redis Cloud resources effortlessly using natural language. Create d…
B 76 55 84 62 45 85 97
3253
BenAHammond
code-auditor-mcp Claim
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and mo…
B 76 54 96 35 N/A 65 92 89
3254
dceluis
tasker-mcp Claim 2
An MCP server for Android's Tasker automation app.
B 76 54 75 65 N/A 38 95 100
3255
r-pedraza
Enables comprehensive translation management through POEditor's API with projec…
B 76 55 72 68 55 81 100
3256
elsahafy
ux-mcp-server Claim 3
UX toolkit: 28 knowledge resources, 23 analysis tools & 4 workflow prompts for …
B 76 55 90 83 N/A 59 94 40
3257
wrale
MCP Server for Tree-sitter
B 76 55 62 74 N/A 74 81 91
3258
punkpeye
A simple MCP server built using FastMCP, TypeScript, ESLint, and Prettier.
B 76 55 72 100 N/A 65 95 40
3259
JBR90
Gmail MCP Server Claim
Enables AI assistants to manage Gmail by reading unread emails with automatic c…
B 76 54 78 70 N/A 27 95 100
3260
smaniches
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
B 76 54 66 77 N/A 50 94 91
3261
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3262
webdevtodayjason
A2AMCP Claim
A Redis-backed MCP server that enables multiple AI agents to communicate, coord…
B 76 55 90 51 59 81 93
3263
paschmaria
Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) enviro…
B 76 55 82 74 35 82 99
3264
thebusted
Enables secure MySQL database operations through natural language with built-in…
B 76 55 84 61 54 81 97
3265
culpur
cstrike Claim 1
CStrike v2.6 — Offensive Security Platform. 35+ tools, 9-container Docker stack…
B 76 55 72 82 N/A 63 95 62
3266
eficode
Connects Agileday's competence and employee data with LLMs, enabling natural la…
B 76 55 86 63 43 81 99
3267
wiseriai
lucid-mcp Claim
AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…
B 76 54 76 57 N/A 55 90 98
3268
geneontology
Noctua MCP Server Claim
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
B 76 55 84 40 81 80 98
3269
zerodustxyz
zerodust Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
B 76 54 78 71 N/A 41 83 100
3270
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3271
ALPA-Const
Connects AI assistants to Supabase projects to manage databases, execute SQL qu…
B 76 55 84 66 60 82 82
3272
tofunori
MCP Jupyter Complete Claim 1
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
B 76 55 75 78 N/A 28 95 90
3273
SongT-50
Korean Public Data Claim
Korean government open data - weather, population, law search via data.go.kr
B 76 66 90 66 84 45 80 82
3274
venkatakaushikvemani
Enables interaction with the Groww trading platform to fetch portfolio data, ge…
B 76 55 60 97 48 81 90
3275
danieltyukov
Allows users to search and retrieve academic papers, metadata, and citation cou…
B 76 55 84 72 37 82 95
3276
gitskyflux
An interface for interacting with Google Firestore databases directly through C…
B 76 55 90 60 44 80 99
3277
da-okazaki
MCP Neo4j Server Claim
This server enables interaction between Neo4j databases and Claude Desktop, all…
B 76 55 84 58 61 76 98
3278
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3279
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3280
sengokudaikon
Provides access to Perplexity AI models through two tools: ask\_perplexity for …
B 76 55 78 68 53 81 98
3281
chrisgreenx-ctrl
Jules MCP Server Claim
Enables AI assistants to interact with Google's Jules coding agent API for auto…
B 76 55 86 76 35 81 92
3282
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3283
mm-repos
Enables Claude to search and retrieve documents from Azure AI Search indexes wi…
B 76 55 100 58 39 81 91
3284
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3285
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3286
theonlineeccentric-cell
A basic example MCP server deployed as a Netlify serverless function using Expr…
B 76 66 78 75 85 32 81 94
3287
3KniGHtcZ
codebeamer-mcp Claim
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
B 76 55 72 60 72 84 97
3288
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3289
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3290
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3291
LAMENTIS1
Converts Markdown documents to PDF files with support for syntax highlighting, …
B 76 54 78 65 N/A 47 92 92
3292
CryptoAPIs-io
mcp-address-history Claim 3
MCP server for full transaction and token history on EVM and UTXO addresses via…
B 76 64 81 76 93 37 83 72
3293
gjeltep
app-store-connect-mcp Claim 1
Interact with Apple's App Store Connect API
B 76 54 84 60 N/A 74 75 89
3294
JuanYin1
Provides Claude with direct access to databases including SQLite, SQL Server, P…
B 76 55 84 58 57 78 100
3295
Beerspitnight
MCP server for Spotify playlist curation and management. 18 tools for song anal…
B 76 54 79 47 N/A 57 95 100
3296
StefanoCaruso456
MCP Platform Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
B 76 55 72 68 55 83 100
3297
ideook
Revit MCP Server Claim
Allows AI assistants to interact with Autodesk Revit through the MCP protocol, …
B 76 55 66 100 N/A 38 95 70
3298
BUGG1N
Cortex MCP Server Claim
Cortex MCP provides AI agents with long-term portfolio memory by transforming p…
B 76 55 94 82 N/A 59 95 39
3299
vicpeacock
Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search…
B 76 55 88 67 31 83 100
3300
xiaolai
Provides intelligent manuscript analysis and writing assistance for markdown pr…
B 76 55 84 91 N/A 60 95 38
Showing 3251–3300 of 67181 servers
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