MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55051
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
55052
openshift-eng
A comprehensive, AI-powered performance analysis and monitoring platform for Op…
55053
ychoi-kr
wikidocs-mcp Claim
Enables AI agents to read, edit, and manage Wikidocs books and blogs, including…
55054
wyre-technology
An MCP server providing AI assistants read-only access to Inforcer Microsoft 36…
55055
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
55056
farhadjaman
This project integrates tldraw with Claude AI using the Model Context Protocol …
55057
VxASI
Enables natural language control of Blender 3D through MCP clients, allowing cr…
N/A N/A
55058
mrexodia
Test MCP Claim
A minimal MCP server template for testing and development, providing example im…
N/A N/A
55059
igormidev
A Model Context Protocol (MCP) server that provides web scraping capabilities u…
N/A N/A
55060
rh-rahulshetty
AutoMCP Claim
Automatically converts CLI tools, APIs, and programs into MCP servers for LLM a…
N/A N/A
55061
Masoud-Masoori
Switchboard Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
N/A N/A
55062
sjgant80-hub
MCP server for foldkit SDK exposing fold operations, kappa-band classification,…
55063
almega-ai
Almega MCP Claim
A wallet and guardrail for AI agents, enabling spending limits, payment approva…
55064
taygunsavas
Control the Unity Editor from any MCP host. One package install, one click, and…
N/A N/A
55065
sandraschi
bumi-mcp Claim
MCP server for controlling the Noetix Bumi humanoid robot via ROS 2, with suppo…
55066
hpractv
Automates a three-phase development workflow: planning, spec generation, and it…
N/A N/A
55067
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
55068
royhcj
Enables AI coding agents to request user input through customizable desktop for…
N/A N/A
55069
sandraschi
A production-ready FastMCP server that integrates Google Nest Protect devices w…
55070
sanchorelaxo
Provides access to Ontario open government data through the CKAN API, enabling …
N/A N/A
55071
guptaprakhariitr
arxiv-mcp Claim
Enables searching ArXiv papers, fetching paper details, daily category digests,…
55072
vellankikoti
Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
55073
luogangan7-lgtm
memory Claim
Persistent long-term memory for AI agents: semantic search, knowledge graph, an…
55074
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
55075
kirti676
Enables QA/SDET engineers to test APIs by ingesting Swagger/OpenAPI specs and P…
N/A N/A
55076
kosminus
Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural langu…
N/A N/A
55077
mageaustralia
nano-gpt-mcp Claim
Provides access to 700+ AI models for text, image, video, and audio generation …
55078
Qazza1
Pay-per-call compliance via x402: wallet sanctions, OFAC name, UK + US company …
55079
KyleVick4
Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, …
55080
karellen
Enables LLMs to debug Java applications using JDB, supporting breakpoints, step…
N/A N/A
55081
jerrelblankenship
A Model Context Protocol (MCP) server for Slack integration, allowing Claude to…
N/A N/A
55082
Utundry
SloplessCode Claim
Provides operational continuity for AI coding agents, preserving task state, de…
N/A N/A
55083
coderfe
A serverless MCP implementation on Cloudflare Workers that doesn't require auth…
N/A N/A 95
55084
pipeworx-io
Enables searching and querying datasets from Rennes Métropole Open Data portal …
55085
retailbox-automation
Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and vie…
N/A N/A 95
55086
qinisolabs
icdwise Claim
Verified ICD-10-CM medical code lookup, validation & reverse search — official …
81
55087
hvrcharon1
OraLink MCP Claim
Hosted MCP server that bridges MCP clients to Oracle Autonomous Database via OA…
55088
sattva2020
MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy O…
55089
binbinao
reddit-mcp Claim
Enables AI assistants to read Reddit data including user profiles, subreddits, …
55090
Renan1fps
mcp-jira Claim
Enables interaction with Jira issues, projects, and comments via API Key. Suppo…
55091
yyy188
Enables LLM clients to semantically search and query metadata within Jama requi…
N/A N/A
55092
tlaakso07
linear-mcp Claim
MCP server connecting Claude to Linear for searching, creating, updating, and c…
55093
gregpriday
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
55094
the-agents-work
taw-computer Claim
An MCP server that provides AI agents with a full Ubuntu desktop environment in…
55095
jbonjour
Connects MCP-compatible AI clients to BMLT root servers, enabling natural langu…
55096
Viyozc
demo-mcps Claim
Provides manufacturing demo data across procurement, production, quality, wareh…
N/A N/A
55097
ferre-z
Eyes-MCP Claim
A research MCP server that enables AI agents to query the internet using multip…
55098
Open-Agent-Tools
An MCP server providing stock market data and trading capabilities through mult…
55099
evans-sam
MCP server and CLI for Fireflies.ai API to retrieve transcripts, search meeting…
N/A N/A
55100
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
Showing 55051–55100 of 67226 servers