MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44251
developkiko
MCP server for terminal operations and file editing, enabling AI assistants to …
N/A N/A
44252
broisnischal
vite-mcp Claim
A Vite plugin that provides MCP server capabilities, enabling MCP clients to in…
44253
hdkiller
Coach Watts Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
44254
bolin8017
Enables tracking retail product prices, checking price history, and managing tr…
N/A N/A
44255
CAREEMER
appflowy-mcp Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
44256
FoundryNet
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
44257
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
44258
salafidurus
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
N/A N/A
44259
xunwenruo
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
44260
liftkkkk
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
N/A N/A
44261
Nathan-Nguyen-Tech
MCP server for connecting Claude Desktop to a local medical knowledge base with…
N/A N/A
44262
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
N/A N/A 95
44263
fr0ster
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
N/A N/A
44264
salviz
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
N/A N/A
44265
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
44266
kyusik-yang
MCP server for the Korean National Assembly Open API, enabling querying of bill…
44267 N/A N/A 95
44268
@praveenislive
weather_mcp Claim
N/A N/A 95
44269
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
44270
orchestratemcp
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
N/A N/A
44271
xiaobenyang-com
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
N/A N/A 95
44272
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
N/A N/A 67
44273
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
N/A N/A
44274
Maguyva
Maguyva Claim
Code intelligence for coding agents: semantic, AST, graph, and full-text search…
44275
cedarsaam
Agent Search Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
44276
NEWSLabNTU
Universal bridge between AI agents and Autoware autonomous driving stack, enabl…
N/A N/A
44277
williamvd4
A MCP server that provides browser automation tools, allowing users to navigate…
N/A N/A 95
44278
octocode Claim 1
AI-powered code indexer with semantic search and knowledge graphs
N/A N/A 81
44279
salfatigroup
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
N/A N/A
44280
rotem1230
fixme-agent Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
N/A N/A 83
44281
sahilt20
Enables AI assistants to interact with Azure DevOps for managing work items, re…
44282
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
44283
troylar
devsync-mcp Claim
MCP server for AI-merge of team dev configurations, allowing the IDE's LLM to i…
N/A N/A
44284
junter1989k-ai
Pakistan payments for AI agents — Safepay checkout via Safepay. Never holds fun…
44285
muhammedehab35
PilotOps MCP Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
44286
sandipsingha
Enables Snowflake data operations through a Python FastAPI server with Prefect …
44287
lingeerr
symath Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
N/A N/A
44288
Mormolykos
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
N/A N/A
44289
ndcorder
codex-bridge Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
N/A N/A
44290
Nimieeee
Enables AI assistants to execute computational chemistry and drug discovery wor…
N/A N/A
44291
Faresabdelghany
Enables comprehensive GitHub project management with 20 tools for issue trackin…
81
44292
csanad-bc
testmcp Claim
N/A N/A 95
44293
ppl-ai
perplexity-ask Claim
Connector for Perplexity API, to enable real-time, web-wide research.
86
44294
antsincgame
Provides root access to all Appwrite projects, enabling management of projects,…
44295
haraldcb
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
81
44296
coddieapp
Secure read-only access to Coddie project planning data, enabling AI assistants…
44297
maxancedecot
Gripp MCP Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
44298
leonluo2008-ops
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
44299
liusite66-dev
papermate Claim
This MCP server enables AI models to format academic papers into Word documents…
N/A N/A
44300
vighriday
Veris Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
N/A N/A
Showing 44251–44300 of 67197 servers
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