MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56451
MdAbdullahAlMahmud
codeweave Claim
A self-hosted MCP server that indexes your codebase and provides AI assistants …
N/A N/A
56452
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
56453
xaelophone
arena-mcp Claim
Enables interaction with Are.na channels and content through natural language, …
N/A N/A
56454
mfarhan0304
Enables financial research by providing stock quotes, historical prices, RSI in…
56455
pipeworx-io
Enables AI agents to search and query City of Raleigh GIS open geospatial datas…
56456
shelbeely
An MCP server that enables AI assistants to generate and edit professional web …
N/A N/A
56457
elliottlawson
mcp-sentry Claim
Enables AI assistants to retrieve and analyze Sentry issues, including error re…
56458
haema3
ShipMCP Claim
Enables LLMs to understand and work with shipbuilding terminology (Korean/Engli…
56459
capsulerun
bash Claim
Sandboxed bash for agents. Run untrusted commands in WebAssembly sandboxes with…
N/A N/A
56460
stembisohlebela
powerbi-mcpb Claim
MCP Bundle for local Power BI report files, enabling scanning, reading, and ext…
N/A N/A
56461
andyjianzhou
Enables sending iMessages or SMS messages via the macOS Messages app using osas…
N/A N/A
56462
mehere14
Enables analyzing SEO page performance using data from Google Search Console, G…
N/A N/A
56463
sundayz-hunter
MCP Recon Claim
A comprehensive MCP server for web security reconnaissance, providing tools for…
N/A N/A
56464
Stankjedi
Codex-optimized MCP server for Godot 4.x with a compact set of high-signal tool…
N/A N/A
56465
edithatogo
Stdio MCP server for MCHS schemas, validation, support status, and evidence.
N/A N/A
56466
ninjapayofficial
A Model Context Protocol (MCP) server that provides financial trading tools and…
N/A N/A 95
56467
ZelinZhou-THU
Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
N/A N/A
56468
AndrewBalda01
NOESIS Claim
A cognitive optimization engine exposed as an MCP server that amplifies LLM rea…
56469
pradeep895
Enables secure static analysis of Microsoft Office documents and related file t…
N/A N/A
56470
andreidore
A Model Context Protocol (MCP) server that provides comprehensive Datadog monit…
56471
trustxai
A comprehensive MCP server for the ClickUp API exposing 166 tools to manage Spa…
56472
voyagi
Enables natural language queries, CRUD operations, and analytics on a PostgreSQ…
N/A N/A
56473
TotesMagotes
Submit receipts, run income/P&L/mileage/subscription analytics, create reports …
N/A N/A
56474
Vaibhav-Kumar10
Provides an MCP tool to search the FreeCodeCamp news RSS feed by keyword, retur…
56475
derrikjb
Integrates with the Obsidian Local REST API to enable reading, creating, editin…
N/A N/A 95
56476
Capmus-Team
supost-mcp Claim
Search listings, message posters, and create drafts on SUpost, the marketplace …
56477
Alexli18
sionna-mcp Claim
Exposes NVIDIA Sionna RT ray-tracing as 15 structured tools for AI agents, enab…
N/A N/A
56478
pipeworx-io
mcp-chembl Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
56479
pipeworx-io
mcp-pvgis Claim
Enables querying PVGIS solar radiation and typical meteorological year data thr…
56480
pipeworx-io
data-seattle Claim
Enables querying Seattle open data from data.seattle.gov via the Socrata SODA A…
56481
Disentinel
grafema Claim
Semantic code graph MCP server for AI coding agents. Indexes your codebase into…
N/A N/A
56482
mcp-use
A powerful MCP server for Supabase that provides interactive tools and React wi…
N/A N/A
56483
yurchik228336
Enables AI assistants to read and edit storylines for the Typewriter Minecraft …
56484
zekebuilds-lab
captcha-mcp Claim
L402 Lightning paywall + Hashcash proof-of-work gate for MCP tool calls. Free t…
N/A N/A
56485
sjalq
Minimal Todoist MCP server that provides direct passthrough to the Todoist REST…
N/A N/A
56486
keremurat
JSON Diff Claim
Compare two JSON files deeply, ignoring order, to surface every difference. Get…
N/A N/A 95
56487
aazizisoufiane
A production-grade MCP server providing a persistent Python REPL with multi-ses…
56488
williajm
MCP Kafka Claim
An MCP server that enables AI assistants to safely interact with Apache Kafka c…
56489
anp2network
MCP server exposing the ANP2 AI-to-AI network: post, query, discover agents/roo…
N/A N/A
56490
ihatesea69
A Model Context Protocol server for enterprise-grade document automation, enabl…
N/A N/A
56491
keyreyla
Cracken Claim
AI-powered penetration testing framework that can operate as an MCP server, ena…
56492
Unwynd-io
Enables AI tools to read and write HERO documents, projects, tables, and templa…
56493
systemmin
image-mcp Claim
MCP server for image recognition, supporting multiple vision backends (Anthropi…
N/A N/A
56494
luke-nielsen
ebay-mcp Claim
Enables Claude to search eBay listings, analyze price distributions, find deals…
56495
matthewholliday
Enables rolling of standard RPG dice (d4, d6, d8, d10, d12, d20, d100, etc.) us…
56496
cstillick
A money-in-politics knowledge graph, as an MCP server. It links entities across…
N/A N/A
56497
KKday-KevinChu
Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model explo…
N/A N/A
56498
Rajbagus
CapCut MCP Claim
Enables AI assistants like Claude Code to build and edit CapCut video projects …
N/A N/A
56499
riefer02
Read-only MySQL database access via MCP. Enables listing databases, tables, sch…
56500
alexmakeev
MCP server for rendering Mermaid diagrams to SVG and converting Markdown with c…
Showing 56451–56500 of 66495 servers