MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49401
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
81
49402
awaybreaktoday
Enables comprehensive interaction with GitHub repositories, including code mana…
81
49403
allenzhangyiteng
Boat House Claim
Deploy and share small apps with team login, persistent data, versioned updates…
49404
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
49405
loonerlogic
Provides AI assistants with 6 tools to access Material UI component documentati…
49406
shieldyguy
stm32-mcp Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
N/A N/A
49407
ZZZ034
Provides a set of micro-tools (time calculation, regex, encoding, JSON diff, et…
49408
MuhDur
oraclemcp Claim
Engine-free, governed Oracle Database MCP server with a fail-closed SQL guard (…
N/A N/A
49409
printmoneylab
x402watch Claim
Wash-filtered intelligence layer for x402. 36k+ services indexed, 8-label buyer…
49410
beneb89
changegamer Claim
Agent-first resource directory for AI agents: protocols, security, RAG, memory,…
49411
Markusbetter
An MCP server for analyzing images using ModelScope's vision models. Supports b…
N/A N/A
49412
pipeworx-io
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
49413
romaine-life
mcp-grafana Claim
In-cluster MCP server for read-only diagnostics of Grafana, Prometheus, Alertma…
49414
postgres-mcp Claim 1
PostgreSQL MCP server - query, schema introspection, explain, and health checks…
N/A N/A 81
49415
Anshumaan031
An MCP server that integrates Crawl4AI with Supabase to enable AI agents to cra…
49416
lm203688
688 humanoid robot component entities with 4-dimension compatibility checking. …
49417
pipeworx-io
USGS Volcano MCP server providing access to volcano hazards data from the HANS-…
49418
SEO and AI-answer visibility intelligence for search, content gaps, and GEO act…
N/A N/A 81
49419
cpretzinger
Connects Claude Desktop to GoHighLevel CRM with 269+ tools for complete contact…
81
49420
kurtzhi
A full-featured secure MCP server for local file system operations, with built-…
49421
Elizabeth1979
Enables AI-first accessibility testing by investigating pages, explaining findi…
N/A N/A
49422
Creativeuseoftechnology
Read-only MCP server exposing Microsoft Clarity analytics data as tools for Cha…
49423
thevgergroup
MCP server for Apollo.io B2B database enabling people and company search, enric…
49424
imMamdouhaboammar
Enables AI clients to compose and execute marketing campaigns by mapping free-f…
49425
spider-rs
Enables AI agents to crawl, scrape, search, and automate browsers with anti-bot…
49426
ingpoc
Enables storing, querying, and managing decision traces with semantic search us…
N/A N/A
49427
goyalnikhil02
A remote MCP server deployed on Cloudflare Workers with GitHub OAuth authentica…
49428
Rohit-ds26
Role-based AI assistant for hospital workflows, patient FAQ, staff tools, and s…
49429
GiftBanda
MCP Server Claim
A simple MCP server that exposes a createUser tool to add users to a local JSON…
N/A N/A
49430
nexgendata-apify
Two focused tools: store-level analysis (theme, apps installed, traffic estimat…
81
49431
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
N/A N/A 81
49432 N/A N/A 95
49433
FGHMX
A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep …
49434
dioptx
web3-docs Claim
Unifies 11 protocol specification repositories (EIPs, BIPs, CIPs, etc.) and can…
N/A N/A
49435
agent-gate Claim 3
Local mandate gate and proof trail for AI agents that take consequential action…
N/A N/A 46
49436
sarveshtalele
A self-hostable MCP server that turns a folder of skills into callable tools vi…
49437
webhook-co
webhook.co Claim
Receive, inspect, replay and deliver webhooks — with signature verification and…
49438
charlesrapp
pruna Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
N/A N/A
49439
KrystianYCSilva
lean-mcp Claim
Enables verification of Lean 4 mathematical proofs via MCP tools, allowing AI c…
N/A N/A
49440
Josephjyinn516
An MCP server implementing a 7-stage agentic frontend workflow—from design audi…
N/A N/A
49441
abdunur-dev
mcpcraft Claim
A lightweight SDK for building Model Context Protocol (MCP) servers with zero-c…
N/A N/A
49442
sessemi
sessemi-mcp Claim
Enables AI agents to scrape websites protected by Cloudflare, DataDome, and Aka…
49443
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
49444
microsoft
Enables building MCP servers using TypeSpec, with tools to scaffold, compile, a…
N/A N/A
49445
rumbitopi
A self-hosted MCP server for managing email, calendar, and cloud storage across…
N/A N/A
49446
Baneado98
Audits your package-lock.json for supply-chain attacks before install. Cross-ch…
49447
thatfactory
MCP server for managing Xcode Cloud workflows, builds, and test artifacts via t…
49448
guptaprakhariitr
Enables querying FDA drug approvals, device clearances (510(k)), recalls, and a…
49449
stillmarcus24
StillOS Claim
MCP server providing calibrated prediction signals for Kalshi CPI/GDP markets a…
49450
jch1887
Enables running and inspecting Artillery load tests from MCP-compatible clients…
N/A N/A
Showing 49401–49450 of 67226 servers
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