MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29531
Scored
2112
Verified
16952
Complete

Last updated 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42801
egoetmann
Indexes internal code libraries and exposes them via MCP for AI agents to provi…
42802
sandraschi
blender-mcp Claim
Enables AI-powered control of Blender through natural language, allowing users …
N/A N/A
42803
CrawlForgeDEV
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
81
42804
williamvd4
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
N/A N/A 95
42805
chigwell
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
N/A N/A
42806
anatolykoptev
Autonomous AI agent for n8n workflow automation with credential factories, exec…
42807
Advocate-Cloud-Solutions
clio-mcp Claim
MCP server for Clio Manage + Clio Grow - by Advocate Cloud Solutions.
N/A N/A
42808
NOVA-3951
agents-md Claim
N/A N/A 95
42809
ssojet
An MCP server that authenticates users via SSOJet and provides tools such as ad…
42810
litheonhq
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
N/A N/A
42811
fastmcp-me
flights-mcp Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
42812
Elizabeth1979
An accessibility expert MCP server that provides AI coding assistants with real…
N/A N/A
42813
radi-totev
AgentAuth Claim
Identity and auth for AI agents: credentials, tokens, delegations, and permissi…
N/A N/A 75
42814
finsavvyai
ClawPipe Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
N/A N/A 83
42815
ragalgo
mcp--server Claim
N/A N/A 95
42816 N/A N/A 95
42817
itsanamune
Analyze search engine results, conduct keyword research, and perform competitor…
N/A N/A 95
42818
sandraschi
Wraps opencode CLI's HTTP API into MCP tools for agent run, session management,…
N/A N/A
42819
talal
mailx-tools Claim
81
42820
itsjoe18
skillsyncai Claim
N/A N/A 95
42821
ilenhart
Enables Claude to access the Danish school communication platform Aula.dk, allo…
N/A N/A
42822
Yangleduo00337788
Provides code review and guideline loading based on Andrej Karpathy's coding pr…
42823
edintwi
sql-mcp Claim
Enables running parameterized SQL queries against a PostgreSQL database via an …
N/A N/A
42824
frase-io
Frase SEO Claim
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content…
N/A N/A 83
42825
AbYousef739
signalpipe Claim
Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf…
42826 N/A N/A 95
42827
asifmd1806
Enable seamless interaction with your Figma designs by connecting MCP clients t…
N/A N/A 95
42828
mkriggsbee
Federal Agency Rules and Executive Actions
81
42829
RosenAdvertising
mycase-mcp Claim
Enables Claude to access and manage your law firm's MyCase account, including c…
N/A N/A
42830
alpadalar
A production-ready MCP server for managing FortiGate firewalls, enabling AI ass…
42831
lazymac2x
Cloudflare Workers MCP server: ai-prompt-optimizer
42832
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
42833
Dithilli
Enables AI assistants to interact with FontLab for font design and manipulation…
N/A N/A
42834
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
42835 N/A N/A 95
42836
closermethod
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
42837
AbhishekMore-1
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
42838
kedro-org
Provides AI assistants with versioned guidance for Kedro projects, including no…
N/A N/A
42839 N/A N/A 95
42840
shimizu
Enables querying OpenStreetMap data (buildings, roads, amenities, etc.) via Ove…
42841
dmang-dev
mcp-mgba Claim
MCP server for the mGBA Game Boy Advance emulator. Read and write GBA memory, i…
N/A N/A
42842
cphoskins
Enables generating presentations, documents, webpages, and social posts via Gam…
42843
jl-0
Provides read-only access to JIRA REST API, enabling LLMs to query and retrieve…
42844
i3T4AN
Bridges Claude Code and Google's Gemini AI models to enable AI-to-AI collaborat…
42845
zjf2671
通过Model Context Protocol调用本地ComfyUI实例生成图片,支持动态替换工作流中的提示词和尺寸等参数。
42846
mm
project-0 Claim
N/A N/A 95
42847 N/A N/A 95
42848
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
42849
supertone-inc
High-quality Supertone TTS API: generate speech, search & preview the voice cat…
42850
hunter-it360
A basic serverless MCP implementation using Netlify Functions and Express. Demo…
81
Showing 42801–42850 of 46053 servers
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