MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31828
Scored
2112
Verified
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55301
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
55302
passiondev227
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
55303
SocialGOcompany
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
55304
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
N/A N/A
55305
Swastik-Gupta30
DevContext Claim
Workspace-aware MCP server that provides AI clients with structural code unders…
N/A N/A
55306
Ringosystems
MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbe…
N/A N/A
55307
gitByEOS
基于MCP协议的聊天桥接服务器,允许多个AI Agent接入同一个聊天室进行对话协作。
55308
chopratejas
headroom Claim
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 6…
N/A N/A
55309
cloudowski
A Model Context Protocol (MCP) server for querying OCI container registries. Pr…
55310
MIPyao
Provides various developer utilities such as UUID generation, timestamp convers…
55311
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
55312 N/A N/A 95
55313
0N3X-Tech
cpcmcp Claim
N/A N/A 95
55314
vedadsose
Enables AI assistants to search, retrieve, and manage documents from a Context1…
55315
kiranreddi
Sentinel DV Claim
Security-first MCP server for verification intelligence (SystemVerilog/UVM/coco…
N/A N/A
55316
amahpour
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
N/A N/A
55317
pipeworx-io
Enables users to browse curated technology feeds and fetch any RSS/Atom/RDF fee…
55318
revodatanl
Access your Databricks workspace through Claude and other LLMs. Query Unity Cat…
55319
runapi-ai
kling-mcp Claim
Enables interaction with Kling AI models for video generation and avatar tasks …
55320
philgebauer
MCP server providing comprehensive Leaflet.js documentation, code generation fo…
55321
ohthepain
Provides AI-powered Gmail tools for email analysis, summarization, drafting rep…
N/A N/A
55322
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
55323
Creativestefan
mailbridge Claim
Connect your AI assistant to email — read, search, send, and organise via IMAP/…
N/A N/A
55324
xiaobenyang-com
chuck-norris Claim
Boost your model’s performance with tailored optimization prompts and strategic…
N/A N/A 95
55325
Cerebras
This MCP server is designed for planning with Claude Code, Cline, or Cursor and…
N/A N/A
55326
jerry2247
admob-mcp Claim
A Model Context Protocol server for the Google AdMob API, enabling reading and …
N/A N/A
55327
granola-search Claim 1
Search Granola meeting notes by attendees, dates, content, and workspaces.
N/A N/A 81
55328
CypherPotato
Browser MCP Claim
Enables MCP clients to control a real local browser window for web automation t…
N/A N/A
55329
andreisirbu91-lab
mcpspend Claim
Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…
N/A N/A
55330
CSOAI-ORG
UK haulage tachograph audit + drivers' hours + DVSA OCRS Red prevention. Smart …
N/A N/A
55331
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
55332
OlegRadinuk
Integrates with Yandex Direct API v5 to manage ads via 20 tools, with dry-run p…
N/A N/A
55333
Neji402
engedi Claim
93 tools: finance, weather, news, travel, knowledge, SEO. 27 free + 66 paid via…
N/A N/A
55334
gacabartosz
ezd-puw-mcp Claim
MCP server for the EZD PUW electronic document management system of Polish publ…
55335
valu-digital
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
N/A N/A
55336
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
55337
Detective-XH
DocGraph Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
N/A N/A
55338
ezhuk
Enables LLM agents to securely monitor and control MQTT devices for building au…
55339
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
55340
caseSHY
aicoreutils Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
N/A N/A
55341
eveoy
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
55342
CrossDeckHQ
Ask your app anything — revenue, errors, read-cost, growth — and get rendered c…
55343
DON-VXNKS
Provides a hello and echo tool for basic interaction.
55344
mcpcatalogs
mcpcatalogs Claim
Enables AI assistants to search, compare, and get detailed information about MC…
55345
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
55346
Serverless-Devs
Automatically converts OpenAPI specifications into a Model Context Protocol (MC…
55347
WillHeadlee
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
N/A N/A
55348
alfonsogober
Contex Claim
Converts any OpenAPI 3.x specification into a fully functional MCP server with …
55349
ronamosa
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
55350
ericchansen
mcp-tester Claim
Instrumented MCP server for testing client conformance to list_changed notifica…
N/A N/A
Showing 55301–55350 of 66495 servers