MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50201
adityash8
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
50202
Casterdly
Live crypto market signals for AI agents: perp liquidations, funding, OI positi…
50203
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
81
50204
dagucloud
dagu Claim
Local-first workflow engine with a Web UI for small teams. Define DAGs in a dec…
N/A N/A 95
50205
friendlygeorge
MCP server for Sentry — error tracking, issues, releases, events, and projects …
N/A N/A
50206
rudraneel93
mcp-guardian Claim
Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…
N/A N/A
50207
cyanheads
FCC broadband availability, coverage analysis, and digital divide data for US g…
50208
x2q
elpriser-mcp Claim
MCP server for Danish electricity prices, providing current spot price, cheapes…
50209
Sidd27
Infrawise Claim
Infrastructure analysis for AWS (15 tools) — DynamoDB, Lambda, SQS, SNS, S3, Po…
N/A N/A
50210
slb-cn
MCP server for CyberQuant data sharing platform that enables AI assistants to d…
N/A N/A
50211
drylikov
A server for creating and managing plans with steps, enabling users to break do…
N/A N/A
50212
yoojoohans-jpg
demo Claim
N/A N/A 95
50213 N/A N/A 95
50214
gabrielmahia
tafsiri-mcp Claim
Provides translation and language resources for Kenyan languages including Swah…
50215
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
50216
dummie21
A lightweight MCP server enabling web search and content fetching via TinyFish …
50217
minhasaatish
An MCP server that lets recruiters and AI assistants explore your profile, skil…
N/A N/A
50218
nerpatech
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
50219
Pyroxin
A simple MCP server that provides tools for generating unique IDs in several fo…
50220
DegenDoes
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
50221
yowmamasita
Enables AI assistants to send prompts to and receive responses from the ChatGPT…
N/A N/A
50222
Rukhsar24081998
Integrates with Google Docs and Gmail for AI-driven document editing and email …
N/A N/A
50223
Lyncee
proxmox-mcp Claim
Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing …
50224
eaglebooth
Enables local npm supply-chain inspection through tools for repository scanning…
50225
Krishna89287
A Model Context Protocol server that advertises tools with JSON schemas and exe…
50226
Unaacceptable297
kali-mcp Claim
Enables AI assistants to run Kali Linux security tools in an isolated Docker co…
N/A N/A
50227
tkorkmazeth
A recoverable Firecrawl MCP server that adds payment lifecycle, idempotency, an…
50228
phillipboesger
A TypeScript MCP server that turns the Polarion ALM REST API into a tool-based …
50229 N/A N/A 95
50230
27dream
China A-share stock market MCP server — real-time quotes, main capital flow ran…
50231
M4GNV5
Enables AI agents to edit and serve a static website via natural language, prov…
50232
rcoscali
Enables GUI automation by capturing screen, controlling mouse/keyboard, and tar…
N/A N/A
50233
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
50234
tr4m0ryp
Enables testing AI safety classifier robustness against query decomposition, ob…
50235
cyanheads
Find EV charging stations, detail, and reliability check-ins via the global Ope…
50236
Lina11-00
Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend sco…
50237
varadfromeast
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
N/A N/A
50238
DonghwanJeong
Read-only MCP server for finding Discord messages. It enables searching guild m…
50239
kaditang
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
N/A N/A 95
50240
FunplayAI
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funpl…
N/A N/A
50241
dominiclynchwoodlands-ui
agentKimi Claim
MCP server that runs Kimi K2.7-code as an autonomous coding agent inside a bubb…
N/A N/A
50242
sewon-supernova
relation-mcp Claim
Enables to interact with Re:lation support tickets via MCP. Allows searching, u…
50243
aitools420
An MCP server for coordinating a permissionless swarm of AI agents to discover,…
50244
SAIHM-Admin
saihm-mcp Claim
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure.…
N/A N/A
50245
joegra2003
metamodel Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
N/A N/A 95
50246
monomcp
A unified MCP layer that serves organization toolkits as MCP endpoints with per…
50247
manza7014
tingyun-mcp Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
50248
madaoQ
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
50249
nicholsonpeter
acumatica Claim 1
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
N/A N/A 83
50250
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
Showing 50201–50250 of 50330 servers