MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49401
arc-mcp
arc-mcp-hub Claim
A thin, deterministic MCP hub for SAP BTP that routes connections to multiple S…
49402
pipeworx-io
mcp-banxico Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
49403
pygodzilla
STT2TTS MCP Claim
Local-first speech-to-text and text-to-speech MCP server. Hot-swappable engines…
N/A N/A
49404
IrisApo13
gget-cryo Claim
Enables searching cryo-EM density maps in EMDB and raw datasets in EMPIAR, with…
49405
xfloukiex-lab
Laugh Tale Claim
MCP server that checks for the presence of other Grand Line stack tools and rev…
N/A N/A
49406
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
N/A N/A
49407
townofnolan
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
81
49408
mukul8896
Provides a safe trading toolkit for AI agents with market data, indicators, pap…
N/A N/A
49409
Rockhopper-Co
Enables AI tools like Claude, Cursor, and Copilot to interact with your Rockhop…
49410
coregentdevspace
Read-only SQL Server Analyst MCP — safe schema, stored procedure, and performan…
N/A N/A 75
49411
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
49412
fiatgrowthorg
Enables AI agents to search, compare, and get personalized recommendations for …
49413
foxter-io
mcp-mysql Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
49414
inliner-ai
Enables AI coding agents to manage image projects, generate and edit images, an…
49415
choplin
jira-cli-mcp Claim
MCP server that wraps the jira-cli command-line tool to enable AI assistants to…
N/A N/A
49416
ciaraadkins
Enables AI assistants to integrate Amplitude analytics for tracking events, pag…
49417
WormAlien
Provides image/vision support for OpenCode by routing images to any OpenAI-comp…
N/A N/A
49418
zcharako81
iiq-mcp Claim
MCP server for SailPoint IdentityIQ 8.5 that enables searching and requesting r…
49419
gabrielbryk
MCP server enabling AI agents to control and inspect Chrome/Arc browsers via De…
N/A N/A
49420
GayathriNarayanan1610
Exposes search over internal documents and company lookup via authenticated API…
N/A N/A
49421
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
49422
davidphc
telegram-mcp Claim
An MCP server that connects to a Telegram group chat, persists messages to a lo…
49423
LeeSiHyeon711
An MCP server for analyzing creative ideas through a series of diagnostic tools…
49424
collactivelabs
Enables AI agents to interact with the Pinterest API, allowing management of bo…
49425
qdzsh
agy-ui-mcp Claim
Delegates frontend/UI refinement to Gemini via agy CLI, using iterative vision …
N/A N/A
49426
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
49427
x007xyz
Enables image processing operations such as resizing, format conversion, croppi…
N/A N/A
49428
jimmy-larsson
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
49429
jcosta33
swarm-mcp Claim
An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing t…
N/A N/A
49430
ZiAn-Su
beacon Claim
Enables AI agents to communicate with humans using notify and ask semantics, su…
N/A N/A
49431
BrennanWebb
KiroStats Claim
Real-time credit usage and session tracking for Kiro IDE, reading from local st…
N/A N/A
49432
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
49433
Toconnell1976
Exposes Anthropic's Claude as 3 MCP tools (ask_claude, claude_analyze, claude_w…
49434
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
49435
berntpopp
An MCP server that enables querying rare-disease data from Orphanet, including …
49436
0xYubo
Ripple-MCP Claim
A field-level semantic change impact analysis MCP server for Claude Code, enabl…
N/A N/A
49437
mob-dev-org
MCP server for managing OLX.ba / PIK.ba shops, enabling listing management, cat…
N/A N/A
49438
xixfaces
Enables agents to interact with a running Roblox game client, execute Lua code,…
N/A N/A
49439
UPDerechoIA
up-law-mcp Claim
A template for building legal MCP servers that enforces source citation to redu…
N/A N/A
49440
EgmerMarketing
Starbase MCP Claim
Enables interaction with Starbase OS CRM through natural language, allowing use…
N/A N/A
49441
pipeworx-io
mcp-inegi Claim
Provides access to Mexico's INEGI (national statistics office) indicators API, …
49442
Vetal711
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
49443
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
N/A N/A
49444 N/A N/A 95
49445
berntpopp
hpo-link Claim
MCP server that provides tools for querying the Human Phenotype Ontology (HPO) …
N/A N/A
49446
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
49447
kloudle
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
81
49448
iwamot
Enables to present PDF slides with live bullet comments from audience, and to f…
N/A N/A
49449
bysonte
Enables querying, searching, and managing documents in an Outline instance via …
N/A N/A
49450
robfischer1
Provides MCP tools to read, write, append, and edit prose sections of nodes, ba…
Showing 49401–49450 of 50103 servers
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