MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4251
n0zer0d4y
Enables AI assistants to dynamically generate technology-specific prompts and m…
B 75 54 90 22 77 92 96
4252
shawndrake2
FRED MCP Server Claim 1
Provides access to over 800,000 economic time series from the Federal Reserve B…
B 75 55 90 65 27 80 100
4253
jbrinkman
Enables AI agents to create, manage, and track tasks within plans using Valkey …
B 75 55 88 38 76 81 94
4254
dazeb
Provides tools for mapping and analyzing GitHub repositories. It allows users t…
B 75 55 90 63 27 80 100
4255
laxmimerit
Build MCP servers & clients with Python, Streamlit, ChromaDB, LangChain, LangGr…
B 75 54 78 66 N/A 33 90 96 HT
4256
LionSR
MCP Apple Mail Claim 1
Enables integration with Apple Mail on macOS using JavaScript for Automation (J…
B 75 54 78 70 N/A 23 92 100
4257
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
4258
zinja-coder
apktool-mcp-server Claim
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in re…
B 75 54 72 45 N/A 72 92 97
4259
ihor-sokoliuk
MCP-SearXNG Claim 1
A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
B 75 55 77 46 81 82 92
4260
bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct in…
B 75 54 84 53 N/A 48 92 92
4261
Phoenixrr2113
Debugger MCP Server Claim 1
Provides real-time debugging, code quality monitoring, and performance insights…
B 75 54 94 61 N/A 28 90 89
4262
wbopan
Things MCP Server Claim 2
An MCP server that allows AI assistants like Claude Code, Claude Desktop, and C…
B 75 55 57 100 N/A 72 95 50
4263
kuroko1t
webclaw Claim
A WebMCP-native browser agent that runs inside your real Chrome — control it fr…
B 75 54 90 25 N/A 78 95 89
4264
chrismannina
PubMed MCP Server Claim
A comprehensive Model Context Protocol server that enables advanced PubMed lite…
B 75 55 100 48 42 81 94
4265
Jeetanshu18
Tavily MCP Server Claim
Provides AI assistants with real-time web search capabilities, intelligent data…
B 75 55 84 70 43 81 90
4266
lunchflow
Enables AI assistants to access financial data from 20,000+ banks across 40+ co…
B 75 55 74 73 39 81 100
4267
neriousy
Gemini MCP Server Claim
Integrates Google's Gemini AI with Claude Code to provide advanced development …
B 75 55 80 60 62 82 87
4268
jezweb
Provides seamless integration with NASA's public APIs, enabling AI assistants t…
B 75 55 78 63 54 80 99
4269
bbangjooo
MCP Installer Claim
Enables finding, configuring, and installing Model Context Protocol (MCP) serve…
B 75 55 86 100 N/A 25 95 49
4270
divyeshradadiya
Serpex MCP Claim
Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, B…
B 75 55 78 68 49 81 96
4271
growthbook
growthbook-mcp Claim 2
B 75 54 73 61 N/A 68 83 93
4272
EnventDigital
Enables Adobe Express add-on developers to scaffold projects, access code examp…
B 75 55 90 61 35 81 99
4273
Qvakk
Enables AI assistants to search and retrieve information about Terraform provid…
B 75 55 72 82 39 81 95
4274
mikeysrecipes
Nostr MCP Server Claim 1
A Model Context Protocol server that enables AI models to interact with the Nos…
B 75 54 69 63 N/A 42 95 100
4275
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4276
microkorg
Codecks MCP Server Claim 1
Enables AI assistants to interact with Codecks project management for querying …
B 75 55 90 65 27 82 96
4277
serverless-dna
Enables Claude and other LLMs to search through any published MkDocs documentat…
B 75 55 72 62 70 81 94
4278
sethclawd-prog
schemaguard Claim
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
B 75 54 76 58 N/A 50 95 91
4279
System-R-AI
Pre-trade risk validation and position sizing for AI trading agents via G-formu…
B 75 66 90 60 64 57 82 91
4280
kzmshx
youtube-mcp Claim 1
An MCP server that enables the extraction of transcripts and detailed metadata …
B 75 55 51 82 73 81 91
4281
ZASRD
A basic example of a serverless Model Context Protocol (MCP) implementation usi…
B 75 66 78 75 85 21 81 96
4282
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4283
danielkristofik
An MCP server that enables interaction with Interactive Brokers TWS/Gateway via…
B 75 54 73 62 N/A 43 95 94
4284
boecht
Enables access to BitSight security rating data through company search and rati…
B 75 55 88 37 84 81 91
4285
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4286
108yen
memo-mcp Claim 1
This is an MCP server that enables agents to record, search, and retrieve memos…
B 75 55 82 82 N/A 69 95 41
4287
sharansahu
MCP SQL Agent Claim
An AI-powered SQLite assistant that converts natural language to SQL queries wi…
B 75 54 82 57 N/A 36 95 98
4288
Jayanth-Kulkarni-Avesha
Enables AI assistants to execute PromQL queries and discover metrics across mul…
B 75 55 76 68 51 80 96
4289
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 55 54 70 68 95 91
4290
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4291
snoopdave
A minimal Model Context Protocol server in TypeScript that demonstrates MCP-com…
B 75 55 68 68 53 84 100
4292
aringad
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
B 75 54 62 75 N/A 45 95 96
4293
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4294
Qiskit
Qiskit MCP Server Claim 1
MCP server for Qiskit quantum computing with circuit serialization utilities
B 75 54 69 43 N/A 77 95 99
4295
aws-solutions-library-samples
Enterprise-grade MCP server for SAP ABAP development, enabling AI-powered codin…
B 75 54 88 43 44 95 96
4296
mikeysrecipes
A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible appl…
B 75 54 78 57 N/A 41 95 96
4297
MadeByTokens
Browser MCP Server Claim
A universal browser automation server featuring 63 tools for programmatic Chrom…
B 75 54 86 58 N/A 48 84 94
4298
bitrefill
bitrefill Claim 1
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
B 75 55 67 72 52 83 97
4299
ZASRD
A basic example demonstrating how to develop and run a serverless Model Context…
B 75 66 78 75 85 21 81 94
4300
NdyGen
Enables AI agents to interact with Homey home automation systems for managing f…
B 75 55 90 63 39 80 95
Showing 4251–4300 of 66415 servers
« Prev 1 84 85 86 87 88 1329 Next »