MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33679
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
301
hindenrank
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
B 84 5⁄5 ◉ ⏳ 90 100 — 48 81 87
302
tan-yong-sheng
ai-vision-mcp ⚡ Claim
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
B 84 5⁄4 ◉ ⏳ 100 61 N/A 76 92 90
303
kdpa-llc
local-skills-mcp ⚡ Claim
A universal MCP server that enables any LLM or AI agent to access expert skills…
B 84 5⁄4 ◉ ⏳ 84 62 N/A 84 95 96
304
SebastianMaciel
jsx-notation ⚡ Claim
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
B 84 5⁄5 ◉ ⏳ 78 100 N/A 64 89 81
305
timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interac…
B 84 5⁄4 ◉ ⏳ 90 62 N/A 79 95 92
306
leap-laboratories
Disco ⚡ Claim 1
Find novel, statistically validated patterns in tabular data — hypothesis-free.
B 84 6⁄6 ◉ ⏳ 96 86 88 45 81 98
307
easytocloud
Mac-letterhead ⚡ Claim
Professional letterhead PDF generator for macOS with Markdown support and smart…
B 84 5⁄4 ◉ ⏳ 96 58 N/A 80 95 90
308
blake365
volcanoes-mcp ⚡ Claim 1
B 84 4⁄4 ◉ ⏳ 94 N/A N/A 39 95 94
309
2511319
Context7 MCP ⚡ Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 6⁄6 ◉ ⏳ 78 100 93 49 82 91
310
rog0x
mcp-dep-tools ⚡ Claim 1
MCP server providing dependency and package management tools for AI agents. Ana…
B 84 4⁄4 ◉ ⏳ 94 N/A N/A 35 95 96
311
IBM
chuk-mcp-time ⚡ Claim
Provides high-accuracy time information by querying multiple NTP servers for co…
B 84 6⁄6 ◉ ⏳ 84 71 93 74 84 96
312
modelcontextprotocol
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI…
B 84 6⁄6 ◉ ⏳ 96 59 95 76 81 94
313
prodlint
prodlint ⚡ Claim
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
B 84 5⁄4 ◉ ⏳ 72 73 N/A 89 92 98
314
taskcrew
CUA MCP Server ⚡ Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
B 84 6⁄6 ◉ ⏳ 96 74 95 46 81 98
315
railwayapp
mcp-server ⚡ Claim
Official Railway MCP server
B 84 5⁄4 ◉ ⏳ 90 72 N/A 63 95 97
316
glifxyz
glif-mcp-server ⚡ Claim
Easily run glif.app AI workflows inside your LLM: image generators, memes, self…
B 84 5⁄4 ◉ ⏳ 90 68 N/A 80 94 88
317
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 5⁄4 ◉ ⏳ 96 41 N/A 88 100 97
318
pyth-network
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
B 84 6⁄6 ◉ ⏳ 92 80 93 59 81 90
319
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 5⁄5 ◉ ⏳ 72 100 — 63 81 100
320
iamsrikanthnani
MCP Boilerplate ⚡ Claim
A server that implements the Model Context Protocol, providing a standardized w…
B 84 5⁄4 ◉ ⏳ 100 68 — 48 92 100
321
IO-Aerospace-software-engineering
mcp-server Claim 1
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
B 84 6⁄6 ◉ ⏳ 81 96 90 58 81 88
322
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 4⁄4 ◉ ⏳ 72 — — 70 95 99
323
magic-spells
Figma MCP Bridge ⚡ Claim
Enables Claude to read and manipulate Figma documents in real-time through 62 o…
B 84 5⁄5 ◉ ⏳ 84 100 N/A 47 95 83
324
mrgoonie
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
B 84 5⁄5 ◉ ⏳ 82 100 — 74 82 80
325
AustinKelsay
nostr-mcp-server ⚡ Claim
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
B 84 5⁄4 ◉ ⏳ 84 66 N/A 82 92 100
326
ondata
ckan-mcp-server ⚡ Claim 1
MCP server for interacting with CKAN open data portals
B 84 5⁄5 ◉ ⏳ 85 66 N/A 86 95 90
327
nikkoxgonzales
crash-mcp ⚡ Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 5⁄5 ◉ ⏳ 96 82 N/A 76 83 78
328
jackwrichards
FastlyMCP Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
B 84 5⁄5 ◉ ⏳ 96 100 — 38 81 87
329
starwind-ui
A TypeScript server that enhances AI assistants' capabilities when working with…
B 84 5⁄4 ◉ ⏳ 94 62 N/A 81 90 92
330
kapillamba4
meta-prompt-mcp ⚡ Claim
MCP server providing on-demand access to official prompting guides for building…
B 84 5⁄5 ◉ ⏳ 70 87 N/A 68 95 100
331
DebugBase
Glance ⚡ Claim
An MCP server that gives Claude Code real browser control for web automation, t…
B 84 4⁄4 ◉ ⏳ 66 N/A N/A 81 95 97
332
terranode-co
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
B 84 4⁄4 ◉ ⏳ 90 — — 55 83 99
333
dalisys
This MCP server enables users to search and access documentation for community-…
B 84 6⁄6 ◉ ⏳ 86 86 98 47 81 93
334
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 5⁄5 ◉ ⏳ 96 100 N/A 56 95 58
335
Lekssays
codebadger Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
B 84 5⁄4 ◉ ⏳ 90 71 N/A 70 95 93
336
meltingpixelsai
zero-core-intel ⚡ Claim
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
B 84 6⁄6 ◉ ⏳ 78 88 91 53 89 99
337
ElToro1855
ozav-mcp-server ⚡ Claim 1
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
B 84 5⁄4 ◉ ⏳ 80 100 N/A 45 90 94
338
4rgon4ut
sutra ⚡ Claim 2
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
B 84 5⁄5 ◉ ⏳ 84 82 N/A 73 95 82
339
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 6⁄6 ◉ ⏳ 100 80 99 35 81 95
340
n0zer0d4y
Chronos Protocol ⚡ Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 5⁄5 ◉ ⏳ 90 100 — 49 81 87
341
j0hanz
Memory MCP Server ⚡ Claim
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
B 84 5⁄5 ◉ ⏳ 84 100 N/A 53 95 76
342
Shangri-la-0428
Thronglets Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
B 84 4⁄4 ◉ ⏳ 84 N/A N/A 57 95 91
343
Agent-Hellboy
mcp-server-fuzzer ⚡ Claim
A generic mcp server fuzzer
B 83 5⁄4 ◉ ⏳ 92 61 N/A 82 92 89
344
code-rabi
Interactive Brokers MCP Server
B 83 5⁄5 ◉ ⏳ 68 82 N/A 71 95 98
345
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
346
rog0x
schema ⚡ Claim 1
JSON Schema, TypeScript types, mocks for AI agents
B 83 4⁄4 ◉ ⏳ 94 N/A N/A 35 95 94
347
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
348
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 6⁄6 ◉ ⏳ 88 100 99 20 81 91
349
spences10
mcp-n8n-builder ⚡ Claim
🪄 MCP server for programmatic creation and management of n8n workflows. Enables…
B 83 5⁄5 ◉ ⏳ 100 72 N/A 65 81 92
350
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
B 83 5⁄4 ◉ ⏳ 94 65 N/A 54 95 97
Showing 301–350 of 68948 servers
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