MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29272
Scored
2095
Verified
16952
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37251
vaporif
wezterm-mcp Claim
Enables programmatic control of the WezTerm terminal emulator through the Model…
N/A N/A 95
37252
kermitic
Provides personalized store greetings combined with real-time weather informati…
81
37253
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
37254
emailens-mcp
emailens-mcp Claim
# @emailens/mcp MCP server for email compatibility analysis. Analyze, preview,…
81
37255
984fht6
Enables intelligent nutrition tracking through natural language meal logging wi…
N/A N/A 95
37256
xiaobenyang-com
mbit-test Claim
N/A N/A 95
37257
arcoventure
Arco Lexicon Claim
Canonical vocabulary server for autonomous business design. Exposes the Arco Le…
37258
openclaw
Peekaboo Claim
Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture…
N/A N/A
37259
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
37260
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
N/A N/A 95
37261
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
37262
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
37263
crbnos
carbon Claim
Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for comple…
N/A N/A
37264
vertical-mcp
kolas-mcp Claim
MCP server for Korea's KOLAS (Korean Laboratory Accreditation Scheme) under KAT…
37265
russellbrenner
Enables local indexing and semantic search of PDF documents (like AGLC4 style g…
N/A N/A 95
37266
evan-moon
memex Claim
Persistent note storage for AI agents. Memex lets your assistant save, search, …
N/A N/A
37267
hellovarun91
Brainstorm MCP Claim 1
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
81
37268
groupdocs-redaction
MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image …
N/A N/A
37269
Casys-AI
mcp-erpnext Claim
MCP server for ERPNext / Frappe ERP — 120 tools across 14 categories with 7 int…
N/A N/A
37270
kassol
mcp-searxng Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
37271
esteban.job
test Claim
N/A N/A 95
37272
stratosphereips
Connects Scopus to AI assistants for literature discovery. Provides tools for f…
37273
kajolchawla98
A lightweight MCP-style server integrating Google Docs and Gmail, enabling AI t…
N/A N/A
37274
Jignesh-Ponamwar
skills-mcp Claim
A self-hostable, open-source, semantically-searchable Agent Skills registry del…
37275
Leanmcp
leanmcp-sdk Claim
Production-ready TypeScript SDK for MCP servers: auth, multi-tenant, observabil…
N/A N/A
37276
axel-belfort
Social media profile enrichment API for AI agents. Look up any social handle or…
81
37277
bluerock-io
bluerock Claim
Runtime visibility for Python MCP servers. Captures tool calls, session lifecyc…
N/A N/A
37278
ThambimuthuAnush24
Enables resume parsing, querying, and email notifications via MCP tools.
37279
edgarriba
prolink Claim
Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
81
37280
sfr-development
AI-Powered Offensive Security Research Engine - desktop-native security testing…
N/A N/A
37281
lazymac2x
Cloudflare Workers MCP server: api-mock-server
37282
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
37283
ExaltedTrou6
b24-dev-git Claim
N/A N/A 95
37284
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
37285
atomicstrata
atomicmemory Claim
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework …
N/A N/A
37286
Auxin-io
Miami Friend Claim
Ask a friendly Miami local for quick answers to your questions. Get recommendat…
N/A N/A 95
37287
device-context-protocol
dcp Claim
Device Context Protocol — bridge LLM agents to physical devices. Sub-50-byte fr…
N/A N/A
37288 N/A N/A 95
37289
topdev424
Enables AI assistants to control and automate Unreal Engine through a native C+…
N/A N/A 95
37290
7xuanlu
origin Claim
Local-first Rust daemon for AI work. Git-versioned memories, distilled wiki pag…
N/A N/A
37291
MarcoPorcellato
local-first background AI daemon for Logseq OG. Turns your notes into an agenti…
N/A N/A
37292
prashantaxapta
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
N/A N/A 95
37293
darkmatter-hub
Universal MCP server that emits Context Passport records for AI agent decisions…
N/A N/A
37294
clauxel
Paid remote MCP for agentic HTML export QA MCP, structured receipts, audit logs…
37295
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
81
37296
jackculpan
Search award flight availability, points pricing, and status matches from your …
37297
HCF-STUDIOS
openhermit Claim
OpenHermit is the open-source platform for deploying fleets of AI agents as pro…
N/A N/A
37298
norika1207-lab
mercury-mcp Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
N/A N/A
37299
lazymac2x
Cloudflare Workers MCP server: api-response-cost-analyzer
37300
agentic-research
mache Claim
IDE-style navigation for structured data — code, JSON, YAML. Jump to definition…
N/A N/A
Showing 37251–37300 of 41157 servers
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