MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4301
conekta
Conekta MCP Server Claim
Enables interaction with the Conekta payment API to manage orders, customers, s…
B 75 55 60 82 34 95 96
4302
robbyczgw-cla
web-search-plus-mcp Claim 1
Multi-provider web search with intelligent auto-routing (Serper, Tavily, Exa). …
B 75 55 79 57 62 80 96
4303
JDJR2024
A document conversion server that transforms various file formats (PDFs, docume…
B 75 55 90 57 43 78 100
4304
n0zer0d4y
Enables AI assistants to dynamically generate technology-specific prompts and m…
B 75 54 90 22 77 92 96
4305
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
4306
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
4307
lunchflow
Enables AI assistants to access financial data from 20,000+ banks across 40+ co…
B 75 55 74 73 39 81 100
4308
dazeb
Provides tools for mapping and analyzing GitHub repositories. It allows users t…
B 75 55 90 63 27 80 100
4309
phuc-nt
mcp-atlassian-server Claim 1
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
B 75 54 79 37 N/A 71 95 96
4310
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
4311
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
4312
XIADENGMA
Enables real-time user intervention for MCP agents through a web UI, allowing u…
B 75 55 72 62 74 82 88
4313
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
4314
Darshancisco
Integrates Jira with Cursor IDE for AI-powered issue management, sprint trackin…
B 75 55 70 71 51 81 99
4315
liadgez
TickTick MCP Server Claim 1
A comprehensive Model Context Protocol server providing complete TickTick task …
B 75 55 94 82 46 80 59
4316
paolodalprato
Ollama MCP Server Claim
Enables complete local Ollama management including listing models, chatting wit…
B 75 54 94 36 N/A 52 95 94
4317
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
4318
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
4319
growthbook
growthbook-mcp Claim 2
B 75 54 73 61 N/A 68 83 93
4320
Qvakk
Enables AI assistants to search and retrieve information about Terraform provid…
B 75 55 72 82 39 81 95
4321
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
4322
Positronic-AI
MCP Dynamic Tools Claim
A dynamic MCP server that automatically discovers Python files in a directory a…
B 75 54 84 58 N/A 37 95 90
4323
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
4324
DavidCho1999
Enables users to search and navigate over 22,500 indexed sections across 16 Can…
B 75 55 84 51 58 80 99
4325
nyxn-ai
NyxDocs Claim
Specialized MCP server for cryptocurrency project documentation management with…
B 75 55 88 62 41 82 94
4326
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
4327
truaxki
MCP Variance Log Claim 1
Agentic tool that looks for statistical variations in conversation structure an…
B 75 54 90 57 N/A 39 87 94
4328
prismon
Validates URLs and checks their reputation to help identify AI hallucinations a…
B 75 55 70 82 42 81 93
4329
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
4330
flrngel
Create and manipulate drawings with a simple canvas interface. Enhance your AI …
B 75 55 74 100 N/A 27 81 76
4331
imdinu
apple-mail-mcp Claim
Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FT…
B 75 54 82 32 N/A 80 87 100
4332
haasonsaas
A Model Context Protocol (MCP) server that provides advanced code analysis and …
B 75 55 96 82 N/A 71 81 36
4333
blueprint-infrastructure
Solentic Claim
Native Solana staking infrastructure for AI agents. 18 MCP tools for staking, u…
B 75 55 63 80 49 81 100
4334
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
4335
serverless-dna
Enables Claude and other LLMs to search through any published MkDocs documentat…
B 75 55 72 62 70 81 94
4336
monsterxx03
gospy Claim
Non-Invasive goroutine inspector
B 75 55 68 66 68 76 97
4337
lowkeyrd
Enable seamless file operations, repository management, and advanced search fun…
B 75 55 80 66 N/A 52 81 92
4338
sethclawd-prog
schemaguard Claim
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
B 75 54 76 58 N/A 50 95 91
4339
1282saa
bk_mcp Claim 1
B 75 54 78 67 N/A 39 92 90
4340
ExpertVagabond
guardrails Claim
AI Agent Guardrails MCP server - security layer
B 75 54 90 38 N/A 50 95 99
4341
sailaoda
A concurrent browser MCP server that supports multiple parallel browser instanc…
B 75 55 90 100 N/A 30 95 41
4342
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
4343
jonnybottles
A Python-based MCP server that enables AI agents to query the Microsoft 365 Roa…
B 75 55 54 70 68 95 91
4344
shinegami-2002
Provides real-time access to medical data including drug interactions, ICD-10 c…
B 75 54 72 58 N/A 48 92 100
4345
dot-Justin
poke-image-mcp Claim
Browse, inspect, convert, and resize images from a local library. Generate thum…
B 75 54 66 63 N/A 50 92 100
4346
aliyun
Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud thr…
B 75 55 84 67 53 81 84
4347
Raphaelren
MinIO MCP Server Claim
Provides tools for interacting with MinIO and S3-compatible object storage thro…
B 75 55 78 91 27 81 86
4348
combiz
MSSQL MCP Server Claim
Enables AI assistants to interact with Microsoft SQL Server databases through a…
B 75 55 90 53 42 82 100
4349
marksverdhei
DHLAB MCP Server Claim
Provides access to the National Library of Norway's Digital Humanities Lab, ena…
B 75 55 66 82 48 81 91
4350
KaranThink41
Integrate and automate Keka HR platform features such as employee management, a…
B 75 54 78 65 N/A 25 95 99
Showing 4301–4350 of 66415 servers
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