MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41851
renzomacar
12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
— ○ ⏳ — N/A N/A — 95 —
41852
constripacity
MCP relay so Claude Code agents on different machines can exchange messages via…
— ○ ⏳ — N/A N/A — — —
41853
swoofer
Prevents AI coding agents from conflicting by coordinating file claims and reso…
— ○ ⏳ — — — — — —
41854
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
— ○ ⏳ — — — — — —
41855
pcamarajr
A portable, AI-agnostic second brain that stores typed memories with semantic r…
— ○ ⏳ — N/A N/A — — —
41856 — ○ ⏳ — N/A N/A — 95 —
41857
LongJourneyCai
Source-verified pet food regulations, recalls, nutrient standards and species c…
— ○ ⏳ — — — — — —
41858
ZaynTawfik
A UCP-compliant MCP storefront server that exposes product catalog operations (…
— ○ ⏳ — — — — — —
41859
edunascimentt
Enables managing multiple Instagram business accounts via a single token using …
— ○ ⏳ — N/A N/A — — —
41860
dobadevv
An MCP server that enables AI agents to read Confluence page content by URL, su…
— ○ ⏳ — — — — — —
41861
riccardosecchi
gem-mcp Claim
An autonomous MCP server for AI-powered software generation using Gemini and Gr…
— ○ ⏳ — N/A N/A — — —
41862
alias8818
Enoch Claim
Operate an Enoch control plane through MCP tools
— ○ ⏳ — N/A N/A — — —
41863
StructuralWizard
A lightweight MCP server for linear-static structural analysis of bridges and b…
— ○ ⏳ — N/A N/A — — —
41864
Crimson-Pass
Product-first short-form video hook matching, opening analysis, trend tracking,…
— ○ ⏳ — — — — — —
41865
SVerITG
Metis — an open-source (AGPL-3.0), local-first MCP server / research companion…
— ○ ⏳ — N/A N/A — — —
41866
lucascortazz
Enables execution and monitoring of Cucumber.js + Playwright automated tests, i…
— ○ ⏳ — N/A N/A — — —
41867
dagamon
helm-mcp Claim
MCP server exposing the HELM dashboard REST API as tools for managing services,…
— ○ ⏳ — N/A N/A — — —
41868
websfactory
Searches for children's programs at public facilities like libraries and cultur…
— ○ ⏳ — — — — — —
41869
code-alchemist01
Enables AI assistants to manage project analysis, code metrics, documentation, …
— ○ ⏳ — N/A N/A — — —
41870
angoran
Asynchronous MCP server for unified multi-platform network infrastructure manag…
— ○ ⏳ — — — — — —
41871
Caleb68864
Enables Claude to edit photos in darktable via natural language, adjusting slid…
— ○ ⏳ — N/A N/A — — —
41872
Wolstapp
Enables AI agents to securely use real secrets (API keys, database passwords) b…
— ○ ⏳ — N/A N/A — — —
41873
JasonLinjc
Enables executing commands on remote SSH hosts, with full support for bastion/j…
— ○ ⏳ — N/A N/A — — —
41874
rodrigoss384
Local MCP server to access Obsidian vault via the obsidian-local-rest-api, with…
— ○ ⏳ — N/A N/A — — —
41875
k9fr4n
thruk-mcp Claim
Enables natural language interaction with Thruk monitoring systems, allowing us…
— ○ ⏳ — — — — — —
41876
tejaskumbhar288
Enables AI agents to read, filter, send emails, and check unread counts via the…
— ○ ⏳ — N/A N/A — — —
41877
atomno-mcp
CBR exchange rates and key rates for Russia. MCP tools for finance agents.
— ○ ⏳ — N/A N/A — — —
41878
aria-agentworks
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
— ○ ⏳ — — — — 81 —
41879
Anupam890
ms-teams-mcp Claim
MCP server for Microsoft Teams that exposes 73 tools to manage teams, channels,…
— ○ ⏳ — — — — — —
41880
albertobonanni
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — — — — — —
41881
ianphil
PromptBin Claim
Enables AI assistants to manage, store, and retrieve prompts through the Model …
— ○ ⏳ — N/A N/A — — —
41882
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
— ○ ⏳ — N/A N/A — 95 —
41883
doshirush1901
ira-universe Claim
Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, h…
— ○ ⏳ — N/A N/A — — —
41884
jon933
Connects SupraPrompt.ai to Claude, enabling users to turn marketing briefs into…
— ○ ⏳ — — — — — —
41885
smankoo
Enables AI agents to control the user's Chrome or Firefox browser, leveraging e…
— ○ ⏳ — N/A N/A — — —
41886
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
— ○ ⏳ — N/A N/A — 95 —
41887
enrique-pastrana
Read-only MCP server that exposes Grafana dashboards, datasources, and metric/l…
— ○ ⏳ — — — — — —
41888
vaxastudio
Enables coding agents to read and write to Frame.io (projects, assets, reviews,…
— ○ ⏳ — — — — — —
41889
DoanThu
MCP server exposing AccuraCite's citation verification and finding API as tools
— ○ ⏳ — N/A N/A — — —
41890
the-meta-value
else_when Claim
— ○ ⏳ — N/A N/A — 95 —
41891
theYahia
payme-mcp Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
— ○ ⏳ — N/A N/A — — —
41892
mockzilla
Mockzilla Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
— ○ ⏳ — — — — — —
41893
MCPForgeHQ
OpenAPI-to-MCP example server generated with MCPForge. Demonstrates how REST AP…
— ○ ⏳ — — — — — —
41894 — ○ ⏳ — N/A N/A — 95 —
41895
theNullP0inter
OdinMCP Claim
A distributed MCP server framework enabling scalable task execution across mult…
— ○ ⏳ — — — — — —
41896
kvas-it
mcp-ltm Claim
Provides persistent long-term memory for AI assistants with tag-based retrieval…
— ○ ⏳ — N/A N/A — — —
41897
kmnis
Smithery Claim
Enable dynamic integration of language models with external data and tools thro…
— ○ ⏳ — N/A N/A — 95 —
41898
tiemenrtuinstra
Provides AI assistants with access to political documents and meetings from the…
— ○ ⏳ — N/A N/A — — —
41899
Orcus2021
Enables automated code review and GitHub PR commenting through MCP integration.
— ○ ⏳ — N/A N/A — — —
41900
joshuachestang
Enables natural language access to the Eventbrite API for creating, managing, a…
— ○ ⏳ — — — — — —
Showing 41851–41900 of 69343 servers
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