MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
351
storybookjs
Enables AI agents to interact with Storybook by exposing UI component informati…
B 83 5⁄4 ◉ ⏳ 84 68 N/A 77 95 92
352
JustinBeckwith
gongio-mcp ⚡ Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 5⁄4 ◉ ⏳ 73 76 N/A 79 95 96
353
Agent-Hellboy
mcp-server-fuzzer ⚡ Claim
A generic mcp server fuzzer
B 83 5⁄4 ◉ ⏳ 92 61 N/A 82 92 89
354
guodaxia9527
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
B 83 4⁄4 ◉ ⏳ 78 N/A N/A 57 95 96
355
Lexus2016
A fully functional web workspace for Claude Code CLI—chat, Kanban task board, t…
B 83 5⁄4 ◉ ⏳ 94 70 N/A 55 92 94 HT
356
ivo-toby
Enables efficient content retrieval from Contentful's Content Delivery API usin…
B 83 5⁄5 ◉ ⏳ 100 68 — 58 81 99
357
itseasy21
mcp-codebase-index ⚡ Claim 1
B 83 5⁄4 ◉ ⏳ 84 70 N/A 71 92 95
358
Acceleronix
CMP MCP Server ⚡ Claim
Enables integration with CMP (Connectivity Management Platform) API to query an…
B 83 6⁄6 ◉ ⏳ 100 86 98 29 80 84
359
timescale
tiger-cli Claim
Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP ser…
B 83 5⁄4 ◉ ⏳ 96 66 N/A 77 83 93
360
cyanheads
pubmed-mcp-server ⚡ Claim 2
Search PubMed, fetch articles and full text, generate citations, and explore Me…
B 83 6⁄4 ◉ ⏳ 85 80 95 61 75 94
361
Sandip124
wisegit ⚡ Claim
Extracts decision intent from git history and protects intentional code from AI…
B 83 4⁄4 ◉ ⏳ 72 N/A N/A 76 95 89
362
MicrosoftDocs
Official Microsoft Learn MCP Server – real-time, trusted docs & code samples fo…
B 83 6⁄6 ◉ ⏳ 90 80 96 45 81 93
363
daniel-levesque
Provides tools to access AWS documentation, search for content, and get recomme…
B 83 5⁄5 ◉ ⏳ 72 100 N/A 46 95 92
364
Ansvar-Systems
uk-law-mcp ⚡ Claim
UK legislation via MCP — full-text search across statutes and provisions
B 83 5⁄4 ◉ ⏳ 71 93 N/A 61 95 92
365
dweekly
quicken-mac-mcp ⚡ Claim
Read-only access to Quicken For Mac financial data: transactions, spending, and…
B 83 5⁄5 ◉ ⏳ 70 100 N/A 79 81 84
366
Galbaz1
video-research-mcp ⚡ Claim
Give Claude Code 51 research, analysis & media production tools with one comman…
B 83 5⁄4 ◉ ⏳ 88 55 N/A 85 95 93
367
HenryWork555
AI Scratchpad ⚡ Claim 1
Manages a global scratchpad file on your Desktop for tracking interruptions, id…
B 83 5⁄5 ◉ ⏳ 86 91 N/A 41 95 92
368
quanttogo
Get real-time buy/sell trading signals for US and China markets. Query strategy…
B 83 6⁄6 ◉ ⏳ 81 96 73 72 82 92
369
TANTIOPE
datadog-mcp-server ⚡ Claim
MCP server providing comprehensive Datadog observability access for AI assistan…
B 83 5⁄5 ◉ ⏳ 94 75 — 80 76 91
370
zazencodes
Random Number MCP ⚡ Claim
Production-ready MCP server that provides LLMs with essential random generation…
B 83 5⁄5 ◉ ⏳ 66 82 — 78 95 100
371
taylorwilsdon
LLM Driven Trading Platform Orchestration - Strategy Design, Research & Impleme…
B 83 5⁄5 ◉ ⏳ 82 82 — 66 81 99
372
ZooTi9er
Exa MCP Server ⚡ Claim 1
Connects AI assistants to Exa AI's search capabilities, enabling web search, co…
B 83 6⁄6 ◉ ⏳ 90 80 97 47 80 91
373
alvinveroy
CodeCompass ⚡ Claim
Helps developers tackle legacy codebases by giving AI coding assistants context…
B 83 5⁄4 ◉ ⏳ 94 58 — 76 90 98
374
s-morgan-jeffries
apple-mail-mcp ⚡ Claim 1
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
B 83 5⁄5 ◉ ⏳ 82 82 N/A 51 95 100
375
joinly-ai
joinly ⚡ Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 5⁄5 ◉ ⏳ 90 65 — 83 80 99
376
drewkhoury
Devpipe MCP Server ⚡ Claim 1
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
B 83 5⁄5 ◉ ⏳ 84 100 N/A 79 95 52
377
code-rabi
Interactive Brokers MCP Server
B 83 5⁄5 ◉ ⏳ 68 82 N/A 71 95 98
378
fetter-io
Fetter MCP Claim
Real-time Python package and vulnerability data for AI coding agents.
B 83 6⁄6 ◉ ⏳ 96 80 98 31 81 93
379
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 6⁄6 ◉ ⏳ 88 100 99 20 81 91
380
Ansvar-Systems
irish-law-mcp ⚡ Claim
Irish legislation via MCP — full-text search across statutes and provisions
B 83 5⁄4 ◉ ⏳ 71 93 N/A 61 95 93
381
AnkleBreaker-Studio
unity-mcp-server ⚡ Claim
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
B 83 5⁄5 ◉ ⏳ 96 65 N/A 68 95 88
382
Airpote
Search and retrieve Avalanche blockchain documentation for building on AVAX.
B 83 6⁄6 ◉ ⏳ 100 66 94 55 81 94
383
kraklabs
mie Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
B 83 5⁄4 ◉ ⏳ 96 53 N/A 84 95 89
384
CuriousBox-AI
ProdE MCP Server ⚡ Claim
Preserves context across multiple codebases with AI capabilities. For more info…
B 83 6⁄6 ◉ ⏳ 96 86 91 33 81 93
385
damionrashford
RivalSearchMCP ⚡ Claim
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platfor…
B 83 6⁄6 ◉ ⏳ 94 82 88 52 80 90
386
AiondaDotCom
mcp-salesforce ⚡ Claim 1
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
B 83 5⁄4 ◉ ⏳ 96 68 N/A 58 90 94
387
kevinrabun
Judges Panel ⚡ Claim 1
45 judges that evaluate AI-generated code for security, cost, and quality with …
B 83 5⁄5 ◉ ⏳ 66 100 N/A 68 95 82
388
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 5⁄5 ◉ ⏳ 100 87 — 42 81 92
389
kelnixsolutions
AI-Ready Data & Context Engineering API. Connect any data source, query with na…
B 83 6⁄6 ◉ ⏳ 78 84 91 63 81 94
390
ozanmutlu
gitlab-docs ⚡ Claim
GitLab documentation search for AI assistants via Model Context Protocol (MCP)
B 83 5⁄4 ◉ ⏳ 86 72 N/A 67 95 93
391
jasonleinart
arxiv-mcp-server ⚡ Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 5⁄5 ◉ ⏳ 94 91 — 49 83 88
392
davegomez
fizzy-mcp ⚡ Claim 1
MCP server for [Fizzy](https://fizzy.do) kanban task management with tools for …
B 83 5⁄5 ◉ ⏳ 63 100 — 81 83 89
393
raffaele-filiberti
strava-mcp ⚡ Claim
B 83 5⁄4 ◉ ⏳ 94 72 N/A 50 90 100
394
MatiousCorp
Google Ad Manager API integration for managing campaigns, orders, line items, c…
B 83 5⁄5 ◉ ⏳ 94 82 — 53 81 98
395
kkaminsk
Packager-MCP ⚡ Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 5⁄4 ◉ ⏳ 96 63 N/A 64 95 90
396
longngo192
Enables AI assistants to search and access Google Cloud Platform documentation …
B 83 5⁄5 ◉ ⏳ 84 100 — 47 81 94
397
danield137
mcp-workflowy ⚡ Claim
mcp-workflowy
B 83 5⁄5 ◉ ⏳ 80 100 — 72 81 78
398
just-every
Fast, token-efficient web content extraction for AI agents - converts websites …
B 83 5⁄4 ◉ ⏳ 96 65 N/A 60 92 94
399
PaulieB14
graph-lending-mcp ⚡ Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 5⁄5 ◉ ⏳ 72 100 — 64 95 77
400
programinglive
An MCP server that enforces development discipline and workflow best practices,…
B 83 5⁄4 ◉ ⏳ 90 56 — 81 92 95
Showing 351–400 of 68948 servers
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