MCP Server Quality Scores

Independent quality analysis of 59221 public MCP servers

59221
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59151
elliot-evno
DDG MCP2 Claim
A basic MCP server template built with FastMCP framework that provides example …
N/A N/A 95
59152
atharv.sp
jaamun Claim
N/A N/A 95
59153
loerei
Indexes and searches agent conversation logs from Antigravity and Cursor worksp…
N/A N/A
59154
serdarkaracay
An MCP server that provides AI coding assistants with comprehensive browser aut…
59155
CSOAI-ORG
MCP server for risk assessment ai. Features assess risk, create risk register, …
N/A N/A
59156
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
N/A N/A
59157
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
59158
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
59159
vimtor
Things 3 Claim
Manage Things 3 todos and projects.
N/A N/A 95
59160
cpramod
vision-mcp Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
N/A N/A
59161
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
59162
NoveltyDreams
Biblical text analysis with textual criticism support. An MCP server for morpho…
N/A N/A
59163
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
95
59164
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
59165
taco-ops
An MCP server that integrates with Siril astronomical image processing software…
N/A N/A
59166
Divyanshu-hash
GitPilot MCP Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
N/A N/A
59167
Rowell-Holdings
Brings BlockDAG blockchain data to AI assistants, enabling natural language que…
N/A N/A
59168
SonnyLabs
Provides automated EU AI Act compliance tools, including risk classification, r…
59169
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
N/A N/A
59170
Auxin-io
miami-friend Claim
N/A N/A 95
59171
hyamie
datagate-mcp Claim
MCP server for the DataGate billing platform API, providing read-only tools to …
59172
skyasu2
A natural language-based server analysis and monitoring system that automatical…
81
59173
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
59174
ziyacivan
drf-mcp Claim
Exposes Django REST Framework APIs as MCP tools for AI agents via the Model Con…
59175
vynn-mcp Claim 1
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
N/A N/A 81
59176
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
59177
schilotte
An MCP server deployed on Cloudflare Workers that provides access to Uruguayan …
81
59178
gu-dsan6725
Exposes World Bank development data to AI agents via local CSV resources and li…
59179
Utsav-Ladani
Enables WordPress content management via the Model Context Protocol, allowing c…
59180
i-am-david-weinstein
MCP server providing access to ESPN Fantasy Baseball data, enabling league sett…
59181
Sealjay
MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC …
N/A N/A
59182
obot-platform
A Model Context Protocol server for Salesforce that enables managing contacts, …
59183
Baronco
GenFilesMCP Claim
Generates PowerPoint, Excel, Word, and Markdown files from natural language req…
59184
coeusyk
MCP server that indexes your Obsidian notes into a Milvus vector database and e…
N/A N/A
59185
AiAgentKarl
Analyzes tasks to recommend the minimal set of MCP servers needed, reducing con…
N/A N/A
59186
Thangterter-Pipo
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
59187
ericwarthan
Plex-MCP Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
N/A N/A
59188
bhuvanmdev
Enables file system operations, web scraping, and AI-powered search through MCP…
N/A N/A
59189
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59190
hanxuanliang
This server enables searching PubMed articles, fetching metadata, and downloadi…
59191
Travis3699
neo4jmcp Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
N/A N/A 95
59192
LittlePeter52012
Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP).
59193
CSOAI-ORG
cybersecurity-ai-mcp MCP server by MEOK AI Labs
N/A N/A
59194 N/A N/A 95
59195
VitalyMalakanov
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
59196
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
59197
flin-agency
MCP server for uploading images to ImgBB from Claude-compatible clients.
N/A N/A
59198
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
59199
kamath
posthog Claim
N/A N/A 95
59200
JakeLiuMe
WebPeel Claim
Fetch any web page as clean, AI-ready markdown with smart HTTP-to-browser escal…
N/A N/A 95
Showing 59151–59200 of 59221 servers