MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61701
browseagent
Enables AI agents to control web browsers through the Model Context Protocol, s…
N/A N/A
61702
Nikolay1221
Enables AI agents to interact with VKontakte through a unified FastMCP interfac…
N/A N/A
61703
WebexCommunity
Enables automated messaging, room management, and team collaboration through th…
61704
jgmcalpine
Enables MCP agents to access public SEC Form 4 insider filing data via a local …
N/A N/A
61705
yi-dong-z
An MCP server for autonomous AI agents to discover, pay for, and rate paid APIs…
61706
yoniler82
An MCP server that brings the Phenom Angular Design System into Claude Code and…
61707
vansh216
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
N/A N/A
61708
aws-spapi-mcp Claim 2
MCP server for Amazon SP-API - real-time inventory health, sales metrics, and p…
N/A N/A 81
61709
pralayasimha23
simhameta Claim
N/A N/A 95
61710
lazymac2x
cron-parser Claim
Cloudflare Workers MCP server: cron-parser
61711
Sam-AEC
Independent MCP integration for Autodesk Revit software through a local bridge.
N/A N/A
61712
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
N/A N/A
61713
muizzahabibi
A standalone MCP server for Ubersuggest that runs entirely locally using SQLite…
N/A N/A
61714
aaron-tytu
First industrial MCP server in Mexico. Live catalog of 3,499 products: Danfoss …
N/A N/A 95
61715
etairl
MCP server for parallel browser automation across multiple providers.
N/A N/A
61716
matt.ferrante
alkemi-mcp Claim
N/A N/A 95
61717
mothivenkatesh
Cashfree CLI Claim
Enables AI agents to test Cashfree payment integrations end-to-end by creating …
N/A N/A
61718
Elioz404
Indexes a workspace and exposes code-navigation tools to Codex, enabling symbol…
N/A N/A
61719
do-community
Enables checking domain availability using WHOIS and DNS resolution, with suppo…
61720
Sept-7-Qi
A local browser automation bridge that connects AI agents like Claude to Chromi…
N/A N/A
61721
openprovider
MCP server for Openprovider.com that enables domain management actions such as …
61722
kaka-milan-22
AnB-MCP Claim
An MCP front-end for AnB. The tool surface is "use-don't-reveal": no tool retur…
N/A N/A
61723
skuzadev
WpfPilot MCP Claim
MCP server for AI agents to automate Windows WPF apps with semantic UI Automati…
N/A N/A
61724
Korfu
Xray MCP Claim
An MCP server that integrates Cursor IDE with Xray Test Management for Jira, en…
61725
nielspeter
Enables real-time code analysis for JavaScript, TypeScript, and Python through …
N/A N/A
61726
abdalla-emad-eldin
Outworx-docs Claim
N/A N/A 95
61727
smartlabsAT
Enables browser automation and web interaction control through Playwright, allo…
N/A N/A
61728
goncalompontes
Mind Forge Claim
Ingest, query, and generate study materials from documents (PDF, DOCX, Markdown…
N/A N/A
61729
hassav19-40y9
Teardrop Claim
Streaming AI agent API built on LangGraph. Implements AG-UI, A2A, MCP, and x402…
81
61730
neugence
MCP server for Whipscribe — transcribe audio and video from a URL or local file…
N/A N/A
61731
muslus
BioCite-MCP Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
61732
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
61733
abnormal-yi
Connects AI assistants to WordPress sites, enabling automated SEO analysis and …
N/A N/A
61734
Sefaria
Enables LLMs to access and search Jewish texts from the Sefaria library through…
61735
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
61736
ashlrai
webfetch Claim
License-first federated image search across 25 providers. Returns open/platform…
61737
number1101
Tillpad Claim
Bounded KVP, RAG search, and wipe receipts for agent jobs over remote MCP
61738
pipeworx-io
mcp-adzuna Claim
Provides access to Adzuna's global job-board aggregation, enabling job search, …
61739
cyberglitchlabs
booklore-mcp Claim
Enables AI assistants to interact with BookLore self-hosted libraries, allowing…
61740
reblickulous
Adds tools for SEC EDGAR research: lookup company CIK, search filings, and fetc…
N/A N/A
61741
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
61742
eggfriedrice24
stargate-mcp Claim
Integrates Asana, GitHub, and Slack into MCP-compatible clients like Claude and…
61743
FradleyJ
Enables querying a honeypot threat-intelligence database via natural language t…
61744
LiteObject
Enables searching and fetching LlamaIndex documentation for integration with VS…
61745
skaldlabs
Chat with your Skald knowledge base, add and update new knowledge, and search t…
61746
dshatokhin
A Model Context Protocol (MCP) server that enables AI assistants like Claude an…
N/A N/A
61747
MakeaMouse
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Oll…
N/A N/A
61748
KorovkoAlexander
nsys-mcp Claim
Enables GPU profiling and performance analysis via NVIDIA Nsight Systems, allow…
N/A N/A 95
61749
clauxel
OAuth scope approvals and consent receipts for remote MCP servers.
61750
ducnm9
MCP server enabling LLM clients without vision capability to process images by …
N/A N/A
Showing 61701–61750 of 67291 servers