MCP Server Quality Scores

Independent quality analysis of 69365 public MCP servers

69365
Discovered
→
33980
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41151
david-choi-querypie
Say Hello Claim
Greet people by name to add a friendly touch to interactions. Personalize welco…
— ○ ⏳ — N/A N/A — 95 —
41152
Capxule
Capxule Claim
The context marketplace: expert guided journeys your assistant runs step by ste…
— ○ ⏳ — — — — — —
41153
TadMSTR
searxng-mcp Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
— ○ ⏳ — N/A N/A — — —
41154
adminmetavision-rgb
Generate 3D models from text or image. Browse 10K+ free 3D models. AI creative …
— ○ ⏳ — — — — — —
41155
GHGuide
ReceiptGuard Claim
Prevents autonomous agents from fabricating tool results by verifying HMAC-sign…
— ○ ⏳ — — — — — —
41156
noxxxxybot-sketch
MCP server for BoTTube that enables Claude Code to upload, browse, comment, and…
— ○ ⏳ — N/A N/A — — —
41157
IBeanCN
A readonly MCP server for MySQL databases that ensures safety by whitelisting o…
— ○ ⏳ — N/A N/A — — —
41158
tech4lifeatepisode
Enables AI assistants to check tour availability, book tours via HubSpot Schedu…
— ○ ⏳ — — — — — —
41159
popyson1648
An MCP server that exposes the Agent Skill creation guide (9 phases) as MCP res…
— ○ ⏳ — N/A N/A — — —
41160
kieksme
MCP server for Hashnode GraphQL API to create drafts, publish posts, and manage…
— ○ ⏳ — — — — — —
41161
cdot65
Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama,…
— ○ ⏳ — — — — — —
41162 — ○ ⏳ — N/A N/A — 95 —
41163
starascendin
An MCP server integrating 40+ workflow skills for personal productivity, projec…
— ○ ⏳ — — — — — —
41164
bitofacoder
All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. A…
— ○ ⏳ — N/A N/A — — —
41165
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
— ○ — N/A N/A — 72 —
41166
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
— ○ ⏳ — — — — — —
41167
michelfritzschjoin
Enables AI assistants to seamlessly interact with Microsoft 365 services throug…
— ○ ⏳ — N/A N/A — — —
41168
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
— ○ ⏳ — — — — — —
41169
vinicius
clockify_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
41170
EmmaKingDev
Enables AI assistants to answer questions about Finnish social benefits (Kela) …
— ○ ⏳ — — — — — —
41171
datdtpl-maker
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
— ○ ⏳ — — — — — —
41172
Scan AI agents for tool-calling vulnerabilities: prompt leaks, hijacking, injec…
— ○ — N/A N/A — 81 —
41173
nycsav
geo-audit Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
— ○ ⏳ — N/A N/A — — —
41174
Dusheh
23-in-1 developer utility toolkit — search, exchange rates, crypto, QR codes, a…
— ○ ⏳ — N/A N/A — 95 —
41175
Veloce-AI
SQLMind Claim
An MCP server that provides SQL generation, validation, transpilation, and sche…
— ○ ⏳ — — — — — —
41176
GuruPDF
GuruPDF Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
— ○ ⏳ — N/A N/A — — —
41177
tsouth89
toolport Claim
Local gateway and manager for MCP servers shared across AI coding tools: set up…
— ○ ⏳ — N/A N/A — — —
41178
amado2k5
Cookwala Claim
Search Cookwala recipes by diet, allergen, method and language; dry-run them sa…
— ○ ⏳ — N/A N/A — — —
41179
RenanMiqueloti
A general-purpose MCP server with utility tools including datetime information,…
— ○ ⏳ — N/A N/A — — —
41180
ManishMaurya22
Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…
— ○ ⏳ — — — — — —
41181
GRU-953
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
— ○ ⏳ — N/A N/A — — —
41182
sarveshtalele
A self-hostable MCP server that turns a folder of skills into callable tools vi…
— ○ ⏳ — — — — — —
41183
blinkingbit-oss
execkit Claim
Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…
— ○ ⏳ — N/A N/A — — —
41184
Spaceinvaderz
MCP server for the FreeFeed social network API. Enables reading timelines, post…
— ○ ⏳ — — — — — —
41185
Desearch-ai
Desearch AI Claim
Enable real-time AI-powered search capabilities including Twitter (X) and web s…
— ○ ⏳ — N/A N/A — 95 —
41186
chirpephippiorhynchus804
Provides persistent local memory for AI assistants using SQLite and semantic se…
— ○ ⏳ — N/A N/A — — —
41187
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
— ○ ⏳ — — — — 81 —
41188
sandeep-alluru
AgentCRDT Claim
CRDT-based shared world state for parallel agent sessions — conflict-free mergi…
— ○ ⏳ — N/A N/A — — —
41189
finsavvyai
ClawPipe Claim
Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediat…
— ○ ⏳ — N/A N/A — 83 —
41190
SuperInstance
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
— ○ ⏳ — — — — — —
41191
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
— ○ ⏳ — — — — 81 —
41192
TelenowAI
Place phone calls, run calling campaigns and build voice agents from your own T…
— ○ ⏳ — — — — — —
41193
deepak-bhardwaj-ps
Smriti MCP Claim
A portable memory server for AI agents, built for the Model Context Protocol (M…
— ○ ⏳ — N/A N/A — — —
41194
timmyzinin
Real-time salary data, job market trends, resume review, interview prep, and ca…
— ○ ⏳ — N/A N/A — 95 —
41195
friv
YouTube Transcript MCP Server MCP server for YouTubeTranscript.dev. Extract Y…
— ○ ⏳ — N/A N/A — 95 —
41196
Baneado98
Audits npm dependencies for license compatibility, catching copyleft and source…
— ○ ⏳ — N/A N/A — — —
41197
Psichico
FinvizMCP Claim
An MCP server that exposes Finviz stock screening, fundamentals, news, and mark…
— ○ ⏳ — — — — — —
41198
bogdan9095
open-brain Claim
Graph-structured MCP memory server. 37.2% on LongMemEval baseline — a benchmark…
— ○ ⏳ — N/A N/A — 95 —
41199
pipeworx-io
Aviation Weather MCP — METAR, TAF, PIREPs, AIRMET/SIGMET, station info
— ○ ⏳ — — — — — —
41200
chitragohad
A Python FastAPI server that exposes Google Docs and Gmail tools with terminal-…
— ○ ⏳ — N/A N/A — — —
Showing 41151–41200 of 69365 servers
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