MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33551
ayushshah31
An MCP server that connects Claude to FileMaker databases via the Data API, ena…
33552
jeromwolf
hotspot-MCP Claim
Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natura…
N/A N/A
33553
pkronstrom
MCP Arena Claim
A multiplayer game engine where AI agents connect via Model Context Protocol to…
N/A N/A
33554
dropoutsanta
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
33555
AiAgentKarl
Real-time earthquake data and seismic monitoring for AI agents via the USGS Ear…
33556
mvm.lenko
highlight-ai Claim
N/A N/A 95
33557
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
33558
MabrokaMedia
Enables AI assistants to manage Davoxi voice agent platform resources such as b…
N/A N/A
33559
pipeworx-io
data-austin Claim
Enables querying Austin, TX open data from data.austintexas.gov using the Socra…
33560
safayavatsal
Sarvam-MCP Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
33561
magiclane
Enables AI agents to become geospatially intelligent assistants with tools for …
33562
2001302
Improves AI agent task performance by providing task area segmentation, hierarc…
N/A N/A
33563
JcDizzy
CC Web MCP Claim
Provides web search and page fetching tools for third-party models (e.g., DeepS…
N/A N/A
33564
hkopenai
Provides access to government development, geography and land information data …
N/A N/A
33565
@hithereiamaliff
Typebot MCP Server Claim
Expose Typebot's REST API as callable tools to manage and interact with Typebot…
81
33566
aalokjha-gits
Memory MCP Claim
Provides AI agents with persistent, searchable memory using semantic search, au…
N/A N/A
33567
sahupra1357
A multi-agent MCP server for comprehensive stock research and analysis using na…
N/A N/A
33568
bvolpato
A simple MCP server with OAuth 2.0 authentication for testing OAuth support in …
N/A N/A
33569
malkreide
MCP server for querying Swiss environmental research data from WSL/EnviDat, inc…
33570
Benestar
Enables compiling source code and exploring assembly outputs via the Godbolt Co…
33571
kanishkvardan
metaagent Claim
N/A N/A 95
33572
srotzin
Bridges Holepunch/Keet identity keys into the Hive DID network, enabling DID re…
33573
dormonbear
Enhanced MCP server for interacting with Salesforce orgs, featuring concurrency…
33574
MagnusCole
mcp-unify Claim
Unifies multiple MCP servers behind a single endpoint with lazy loading, auto-c…
33575
Bigabou007-dev
An MCP server providing global soft-commodity data (cocoa, coffee, sugar, cotto…
33576
manish-coder-1007
A MCP server for Metabase that gives AI assistants direct access to dashboards,…
33577
handsomelong922
dots-mcp Claim
Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in brows…
N/A N/A
33578
dcerecedo
eurostat-mcp Claim
Exposes the Eurostat Statistics API, enabling LLMs to discover, explore, and re…
N/A N/A
33579
sat0ps
Provides AI agents with real-time access to live Azure infrastructure, includin…
33580
Autario
autario-mcp Claim
Search, query, and publish charts across 2,300+ verified public datasets (World…
33581
CameronFoxly
Enables AI assistants to create, animate, and export ASCII art using natural la…
N/A N/A
33582
ohkyuetaek
Enables AI agents to query and analyze Korean apartment real estate transaction…
N/A N/A
33583
caffeineworks-ai
Calcifier Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
33584
a2a-settlement
Enables trust, reputation, and economic accountability for MCP by proxying betw…
N/A N/A
33585
OSTechBase
Enables Claude Code to read and search Confluence pages, with support for image…
33586
RynneSpin
renxt-mcp Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
N/A N/A
33587
Expert-Integrado
Conexa MCP Claim
MCP server that connects AI assistants to the Conexa business management system…
33588
ReadySMS
Enables sending SMS messages, managing contacts, campaigns, and inbox from AI a…
N/A N/A
33589
HarjjotSinghh
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
33590
SafiePublic
Enables to retrieve device information, images, media, location, thumbnails, an…
33591
h1dr0nn
This MCP server enables safe local access to tables and spreadsheets for AI age…
N/A N/A
33592
dmarcdkim
mcpv1 Claim
N/A N/A 95
33593
segentic-lab
lens-mcp Claim
Deterministic navigation maps over code AND markdown for AI agents: one MCP ser…
N/A N/A
33594
forgemeshlabs
Vendor-neutral MCP server that discovers, routes, and attributes revenue across…
N/A N/A
33595
mouse114514
QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents dire…
N/A N/A
33596
Fjordo
Enables automation of routine operations on Twproject installations, including …
33597
riamsantky
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
81
33598
crowterliam
2D6 MCP Claim
An AI GM assistant for tabletop RPGs that provides dice rolling, rules queries,…
33599
kortexa-ai
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
81
33600
orisha-data Claim 2
MCP server for x402 paid market-data endpoints.
N/A N/A 61
Showing 33551–33600 of 64798 servers
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