MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48301
spacegpu
FastMCP server for Kalshi's Trade API, enabling interaction with prediction mar…
48302
nikkomiu
pocketid-mcp Claim
MCP server for managing Pocket ID instances, providing 57 tools for user manage…
N/A N/A
48303
puchkoff
cmux-mcp Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
N/A N/A
48304
arrogant-R
Enables AI assistants to search and access academic papers from Google Scholar …
N/A N/A
48305
ZhaoLLe
MCP Bridge Claim
一个动态MCP服务桥接器,支持通过Web UI或API动态注册MCP能力,实现MCP Client与前端之间的双向通信。
N/A N/A
48306
lmendezz
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
N/A N/A
48307
AiAgentKarl
Converts any REST API into MCP-compatible tools instantly by providing an OpenA…
48308
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
48309
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
48310
razdo227
Delivers curated documentation, quickstart commands, and stack recommendations …
N/A N/A
48311
abdul-hamid-achik
Cortex Claim
Enforces structured, evidence-guided software engineering tasks with cognitive …
N/A N/A
48312
ramsestein
uMCP Claim
Provides a privacy-preserving security framework for AI agents using the Model …
N/A N/A
48313
e2llm
E2LLM Claim
E2LLM gives your AI eyes and hands in a real browser: structured perception (Si…
48314
MukundaKatta
dns-mcp Claim
Resolves DNS records (A, AAAA, MX, etc.) for a given hostname using Node's buil…
48315
nevergoodstudy-hub
MCP server that enables AI agents to fetch and summarize WeChat public articles…
48316
dburton-influxdata
An MCP server that gives AI assistants full control over Telegraf Controller to…
48317
linearproductionwork
MCP server for VitaFlow. Connects ChatGPT to Shopify product data for product m…
48318
rainermokros
rues Claim
Enables querying the Colombian Business Registry (RUES) for company searches by…
N/A N/A
48319
iancollins27
mailsnail Claim
An open-source MCP server for sending physical mail (letters, postcards, certif…
48320
iamvinitk
electron-mcp Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
N/A N/A
48321
gabrielmahia
MCP server for Kenya environment — NEMA permits, climate data, conservation are…
N/A N/A
48322
venkateshtata
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
48323
vigilancetrent
mcpforge Claim
A Python library to build MCP servers with decorators, auto-generating JSON Sch…
48324
jyokm91-gif
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
N/A N/A
48325
jawache
Witness Claim
Witness is an MCP server that integrates with Obsidian to allow AI assistants l…
N/A N/A
48326
mathematic-inc
Earl Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
48327
FayezBast
mcptestingwm Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
48328
davolu
A remote MCP server that provides tools to query live Meta (Facebook+Instagram)…
48329
KHAEntertainment
A production-ready MCP server for Docker Swarm that provides full control over …
48330
Aparana-tech
Enables AI assistants to send emails via Gmail and append text to Google Docs o…
48331
byrn-baker
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
N/A N/A
48332
jpvarbed
MCP server that provides tools to control a server-owned Pomodoro timer, allowi…
48333
cmsappian123-bit
Enables interaction with Appian applications through the Model Context Protocol…
48334
HelloGGX
Intelligent interview assistant that parses resumes, generates interview questi…
N/A N/A
48335
pashaarshad
An MCP server for LinkedIn automation that provides tools for automatically pos…
N/A N/A
48336
gujung9139
sebit-mcp Claim
N/A N/A 95
48337
avianshgujjeai
Provides product overview, proof points, case studies, pricing, and comment sty…
48338
net9876
Enables AI agents to query an approved Terraform module registry and generate c…
N/A N/A
48339
virinchisai
Enables secure enterprise AI agents to access internal tools like GitHub, Gmail…
48340
konsulto
MCP server that enables Claude Code to drive the Konsulto cybersecurity audit p…
48341
jesse-smith
Deploy a remote MCP server on Cloudflare Workers without authentication, allowi…
N/A N/A
48342
mario-hernandez
Legacy MCP server for Google Search Console data, now superseded by the unified…
N/A N/A
48343
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
48344
PancrePal-xiaoyibao
dicom_mcp Claim
A Model Context Protocol (MCP) server for downloading DICOM medical images from…
N/A N/A
48345
kaznak
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
48346
N8Maynard91
An MCP server for Microsoft 365 administration using the Microsoft Graph API, e…
48347
advenimus
Enables AI assistants to fully access and manage SyncroMSP resources including …
48348
TerraCo89
Enables managing GitHub Project views, priorities, dependencies, and metrics th…
48349
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
48350
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
Showing 48301–48350 of 66518 servers
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