MCP Server Quality Scores

Independent quality analysis of 62098 public MCP servers

62098
Discovered
30103
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32501
coderman002
A secure, production-grade MCP server that provides filesystem operations, AST …
N/A N/A
32502
Paillat-dev
topgg-mcp Claim
Enables AI assistants to manage Top.gg bot or server listings, including updati…
N/A N/A
32503
shantur
Jarvis MCP Claim
Enables voice conversations with AI assistants directly in the browser, support…
N/A N/A
32504
redhat-community-ai-tools
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
32505
clauxel
Paid remote MCP for Claude Code skill update gate MCP, structured receipts, aud…
32506
David-IABB
Enables insurance policy analysis, risk assessment, and policy comparison with …
N/A N/A
32507
schwarztim
stash-mcp Claim
Enables interaction with Bitbucket Server/Data Center (Stash) for project and r…
32508
mailpal-com
mailpal-mcp Claim
Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…
32509
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
32510
laravel
Enables interaction with a read-later and link sharing social feed app, allowin…
32511
catinair
Enables AI to execute RPA applications and workflows through the Model Context …
32512
ChristopherDavenport
github-twin Claim
Personal RAG over your GitHub history (commits, code, reviews), served to Claud…
N/A N/A
32513
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
32514
aether-platform
Enables AI agents to manage Supervisord processes (start, stop, restart, view l…
N/A N/A
32515
thinkchainai
Automate cloud Chrome—navigate, click, type, screenshot, run code, record scree…
32516
Heretek-RE
MCP server for structured patching of Mono / .NET assemblies.
N/A N/A
32517
birthday-tools
edgarmcp Claim
Clean, normalized SEC EDGAR / FRED / ETF / index data for AI agents.
N/A N/A
32518
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
32519
devemberx
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
32520
coffeenmusic
altium-mcp Claim
Use Claude to control or ask questions about your Altium project.
N/A N/A
32521
MananSingh2001
figma-react Claim 1
An MCP server that converts Figma designs into React code.
N/A N/A 95
32522
bbiyakfather
mfds-mcp Claim
Enables searching and retrieving current Korean Food and Drug Administration (M…
32523
benhodgson87
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
32524
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
N/A N/A
32525
Leandroglez39
This repository provides a template for creating MCP servers with Python, inclu…
N/A N/A
32526
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
32527
pipeworx-io
mcp-stat-lv Claim
MCP server that enables querying Latvian official statistics from data.stat.gov…
32528
SpartanLabsXyz
Simmer Claim
Trade prediction markets with AI agents — skill discovery, autoresearch, and ex…
N/A N/A
32529
pipeworx-io
Enables real-time access to US electricity generation, fuel mix, and demand dat…
32530
pipeworx-io
Enables querying and searching Cranston, Rhode Island open geospatial datasets …
32531
pipeworx-io
mcp-wikidata Claim
MCP server that wraps the Wikidata API, enabling AI agents to query and interac…
32532
pipeworx-io
Enables AI agents to search and query City of Tigard GIS open geospatial datase…
32533
Noquarter6
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
83
32534
AINative-Studio
Enhanced MCP knowledge graph memory server with cloud persistence and semantic …
32535
Salah-XD
appCN Claim
Install & correctly use appCN React Native / Expo components, streamed from the…
N/A N/A
32536
moritzhwnr
imessage-mcp Claim
Read-only MCP server for your iMessage DB. No hosted service.
N/A N/A
32537
ebrandler
McPortfolio Claim
Enables LLM-driven portfolio optimization using natural language, providing too…
N/A N/A
32538
kujirahand
Enables AI agents to send text messages and images to Discord channels via webh…
32539
yzheeng
A macOS Reminders tool service using AppleScript, exposing CRUD operations via …
N/A N/A
32540
pipeworx-io
Enables searching and querying Durham, North Carolina open geospatial data from…
32541
geraservicesuk
AI prompt engineering game: challenges, leaderboards, community prompts.
N/A N/A 95
32542
Leviathan0x0
Local MCP server to sync, clean, and index AI chat logs locally. Saves up to 40…
N/A N/A
32543
pipeworx-io
Enables querying nonprofit organization data through the ProPublica Nonprofit E…
32544
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
32545
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
32546
pipeworx-io
Enables checking URLs against the PhishTank phishing database to identify malic…
32547
Carbon-Arc
Carbon Arc Claim
The infrastructure for the AI economy: primitives for inference, agents, and de…
32548
pipeworx-io
Enables querying global sanctions and politically exposed persons (PEP) data vi…
32549
pipeworx-io
Provides access to City of Brampton GIS open geospatial data, enabling search, …
32550
pipeworx-io
mcp-opensky Claim
Enables querying real-time flight data from the OpenSky Network API with anonym…
Showing 32501–32550 of 62098 servers
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