MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29285
Scored
2096
Verified
16952
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41301
JigsawStack
Scrape any website instantly and get consistent structured data in seconds with…
N/A N/A 95
41302
BlackMount-ai
Construction estimating MCP: 48 tools — materials, labor, cost, structural, MEP…
N/A N/A
41303
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
41304
pipeworx-io
Enables querying OpenTopography global DEM rasters and point elevations through…
41305
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
81
41306
anki-mcp-server Claim 1
MCP server enabling LLMs to interact with Anki flashcard software through AnkiC…
N/A N/A 81
41307
cvpop
CVpop Claim
# CVpop MCP Server Create and customize professional CVs and resumes directly …
81
41308
amalinakurniasari
Conduit Claim
Enables AI agents to interact with Figma in real-time through a WebSocket conne…
N/A N/A 95
41309
itsocialist
Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …
N/A N/A 95
41310
kevint-cerebras
Model Context Protocol (MCP) server for Cerebras to make coding faster in AI-fi…
N/A N/A 75
41311
ayo-nci
bulkrender Claim
Generate DOCX and PDF documents from AI assistants using BulkRender templates.
N/A N/A
41312
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries to view mer…
81
41313
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
41314
krissanders
Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
N/A N/A
41315
carhaix
Oi Claim
Access your Oi setup: teams, contexts, workflows, tools, and more.
41316
tchivs
🚀 AkTools Pro: 增强型金融 MCP 服务器。内置策略回测、模拟盘管理及实时异动监控。
N/A N/A 95
41317
zztdandan
A remote MCP image generation server that unifies OpenAI Images and Gemini gene…
41318
StudiousXiaoYu
oracle-link Claim 1
Oracle MCP Query Server (Node.js) - Read-only SELECT via MCP
N/A N/A 83
41319
khan-ashifur
hooklayer Claim
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-laye…
41320
bizino
MCP server enables AI assistants to interact with BOS ERP System via REST API, …
41321
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
81
41322
raisiqueira
A Model Context Protocol (MCP) server for Django applications, inspired by Lara…
N/A N/A 95
41323
seanshin0214
Enables ChatGPT Desktop to save and manage conversation memories locally in SQL…
N/A N/A 95
41324
oledmansfeld
Enables Claude to manage the UnoPim Product Information Management system throu…
81
41325
coozgan
A Model Context Protocol Server for interacting with the Cisco Meraki Dashboard…
N/A N/A 95
41326
gaoharimran29-glitch
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
N/A N/A
41327
basilalshukaili
Agent Broker Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
41328
CSOAI-ORG
insurance-verification-mcp MCP server by MEOK AI Labs
N/A N/A
41329
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
41330
axel-belfort
Text sentiment analysis API for AI agents. Analyze sentiment (positive/negative…
81
41331
cyanheads
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
N/A N/A
41332
devd3vil
mcpserver1 Claim
N/A N/A 95
41333
dhartunian
Connects to CockroachDB instances and exposes database structures as resources,…
81
41334
Niteowlpt
Drug safety intelligence: 358 drugs, 1M+ FDA adverse events, PV signal detectio…
N/A N/A 83
41335
Flomenco-Inc
flo-plugin Claim
Integrates Flo's AI-powered media automation into Claude, enabling tasks like q…
41336
yigitkonur
example-mcp-server-streamable-http-stateless
81
41337
olane-labs
cosync-local Claim
Local encryption and project setup plugin for CoSync. Keys never leave your mac…
N/A N/A 95
41338
pathcourse-health
Cheaper LLM inference, USDC agent payments via x402, agent identity / reputatio…
N/A N/A
41339
noahflk
CalmSEO Claim
SEO MCP server for keyword research, SERP analysis, audits, and Search Console …
41340
CogniRelay Claim 1
Self-hosted continuity and collaboration substrate for autonomous agents.
N/A N/A 76
41341
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
41342
amp-rh
A production-ready FastMCP server template with modular architecture for buildi…
81
41343
CSOAI-ORG
flashcard-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41344
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
41345
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
N/A N/A 81
41346
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
81
41347
fieldcure
Windows-only headless LLM task automation engine with scheduling via Windows Ta…
N/A N/A
41348
miladonline
tets Claim
N/A N/A 95
41349
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
N/A N/A 95
41350
cammac
IBANforge Claim
IBAN validation, BIC/SWIFT lookup, Swiss clearing, SEPA compliance and risk ind…
81
Showing 41301–41350 of 41393 servers