MCP Server Quality Scores

Independent quality analysis of 40420 public MCP servers

40420
Discovered
29230
Scored
2095
Verified
16951
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
551
nkarasiak
QGIS MCP Claim 1
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
B 82 55 79 82 N/A 49 95 96
552
mrkrsl
web-search-mcp Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 54 88 62 N/A 74 92 92
553
holon-run
uxc Claim
A unified CLI for discovering and invoking tools across OpenAPI, MCP, GraphQL, …
B 82 54 71 86 N/A 58 95 96
554
saidsurucu
Yargı MCP Claim
A FastMCP server providing access to various Turkish legal databases including …
B 82 66 86 74 90 74 81 86
555
anillahane
GitMCP Claim
Transforms any GitHub repository into a documentation hub for AI assistants, en…
B 82 66 78 100 93 46 81 81
556
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
557
PleasePrompto
Enables direct integration with Google NotebookLM from MCP clients, allowing ag…
B 82 55 94 75 N/A 80 95 62
558
discourse
mcp Claim 2
Discourse MCP CLI server (stdio) exposing Discourse tools via MCP
B 82 54 86 77 N/A 64 92 88
559
rog0x
github Claim
GitHub analytics - repos, PRs, issues, releases, contributors
B 82 44 78 N/A N/A 55 95 95
560
Ansvar-Systems
bahraini-law-mcp Claim 1
Bahrain legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 92
561
treasure-data
Enables AI assistants to query and interact with Treasure Data through a secure…
B 82 55 92 72 82 80 83
562
lu-zhengda
mcp-virtual-fs Claim
An MCP server that provides AI agents with a persistent, PostgreSQL-backed virt…
B 82 54 78 75 78 82 98
563
bootpay
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
B 82 66 100 100 100 25 81 59
564
revsmoke
promptrejectormcp Claim
Security gateway for AI agents: detects prompt injections, jailbreaks, and comm…
B 82 54 90 60 N/A 78 83 98
565
FayAndXan
spectrawl Claim
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
B 82 55 100 68 N/A 66 81 87
566
jnMetaCode
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ e…
B 82 44 66 N/A N/A 69 95 97
567
bowen31337
ExpressJS MCP Claim
Exposes Express.js API endpoints as MCP tools, preserving existing schemas and …
B 82 55 96 71 65 81 91
568
Ansvar-Systems
ghana-law-mcp Claim 1
Ghana legislation via MCP — full-text search across statutes and provisions
B 82 54 75 93 N/A 47 95 94
569
Ansvar-Systems
Enables searching and retrieving over 1,100 Zambian statutes and 9,000 provisio…
B 82 66 92 73 93 46 81 93
570
Dazlarus
Enables autonomous coding agents to escalate complex technical questions to Cha…
B 82 54 96 68 N/A 52 90 96
571
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
572
dedalus-labs
dedalus-mcp-python Claim 1
A simple and performant Model Context Protocol framework for Python.
B 82 54 84 61 N/A 94 88 86
573
geekbot-com
Geekbot MCP Claim
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
B 82 54 90 65 N/A 71 90 93
574
tekkidev
mcpstat Claim
A Python utility for adding usage tracking, analytics, and audit trails to MCP …
B 82 54 86 52 N/A 81 95 96
575
ttommyth
interactive-mcp Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 54 90 63 N/A 73 90 92
576
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
577
Asunainlove
OfficeReader-MCP Claim 1
Converts Microsoft Office documents (Word, Excel, PowerPoint) to Markdown forma…
B 82 55 86 91 N/A 39 95 83
578 B 82 54 88 73 N/A 60 90 95
579
tachibanayu24
jgrants-mcp Claim
デジタル庁による補助金APIをラップしたMCPサーバーです。
B 82 55 80 100 59 81 82
580
dodopayments
Dodo Payments Claim
The Dodo Payments MCP Server integrates with agentic frameworks to provide a li…
B 82 55 96 63 86 76 91
581
vanphappi
Kiro CLI MCP Server Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 55 94 91 N/A 46 90 77
582
hungnguyenhtbvn-max
autron-core Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
B 82 54 72 71 N/A 76 95 100
583
OWASP-BLT
BLT-MCP Claim
Provides AI agents with structured access to the OWASP Bug Logging Tool (BLT) e…
B 82 55 100 66 61 82 94
584
apify
mcp-cli Claim
mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAut…
B 82 54 90 43 N/A 90 95 99
585
raullenchai
vnsh Claim
Ephemeral encrypted file sharing for AI. AES-256 encryption, 24h auto-vaporizat…
B 82 55 96 58 N/A 75 81 100
586
mhmzdev
Figma-Flutter-MCP Claim 1
Provide coding agents direct access to Figma data to help them write Flutter co…
B 82 54 84 71 N/A 80 90 87
587
KashunCheng
dap_mcp Claim
Model Context Protocol (MCP) server that interacts with a Debugger
B 82 54 90 60 N/A 68 89 99
588
Ansvar-Systems
malawi-law-mcp Claim 1
Malawi legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 91 51 82 94
589
virgilvox
vue-harvest Claim
Extract reusable component libraries and design tokens from Vue applications
B 82 44 81 N/A N/A 50 95 93
590
shareseer
MCP to Access SEC filings, financials & insider trading data in real time using…
B 82 66 94 76 97 36 81 90
591
AlaeddineMessadi
opencode-mcp Claim 3
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
B 82 55 57 100 N/A 64 95 92
592
domdomegg
Filesystem Claim
Read, create, and edit files.
B 82 54 100 61 N/A 57 90 96
593
evilsocket
nerve Claim
The Simple Agent Development Kit.
B 82 54 92 58 N/A 65 95 94
594
talhaorak
tldraw MCP Claim 1
Enables AI agents to read, write, and search local tldraw (.tldr) files, provid…
B 82 54 90 63 N/A 66 90 98
595
habedi
omni-lpr Claim 1
An MCP server for automatic license plate recognition
B 82 54 75 76 N/A 68 90 100
596
yantrikos
YantrikDB MCP Claim
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
B 82 44 72 68 95 92
597
ofershap
mcp-server-cloudflare Claim 1
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
B 82 55 76 100 62 95 67
598
spences10
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
B 82 54 90 76 56 90 91
599
Dianel555
Paper Search MCP Claim 1
Enables searching and downloading academic papers from 14 platforms including a…
B 82 55 100 100 77 78 46
600
TocharianOU
Kibana Claim 1
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
B 82 55 88 82 N/A 83 74 85
Showing 551–600 of 40420 servers
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