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
251
timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interac…
B 84 5⁄4 ◉ ⏳ 90 62 N/A 79 95 92
252
airblackbox
air-blackbox-mcp ⚡ Claim 1
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
B 84 5⁄5 ◉ ⏳ 76 82 N/A 65 95 98
253
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
254
Ansvar-Systems
uae-law-mcp ⚡ Claim
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
B 84 5⁄4 ◉ ⏳ 75 93 N/A 57 95 92
255
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
256
glassity
FOCUS MCP Server ⚡ Claim 1
Enables AI assistants to analyze cloud billing data in FOCUS format through nat…
B 84 5⁄5 ◉ ⏳ 88 100 — 48 81 92
257
turlockmike
apple-notifier-mcp ⚡ Claim
A simple MCP server that can send notifications on mac devices.
B 84 5⁄4 ◉ ⏳ 84 70 N/A 68 95 99
258
Ansvar-Systems
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
B 84 5⁄4 ◉ ⏳ 71 89 N/A 61 95 100
259
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
260
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 6⁄6 ◉ ⏳ 100 80 99 35 81 95
261
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
262
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
263
mzxrai
mcp-webresearch ⚡ Claim 2
Search Google and do deep web research on any topic
B 84 5⁄4 ◉ ⏳ 100 61 N/A 70 87 100
264
cheezcake
Aidderall MCP Server ⚡ Claim 1
Provides AI assistants with a hierarchical task management system that maintain…
B 84 5⁄5 ◉ ⏳ 94 100 N/A 44 95 73
265
advancedcommunities
Enables AI assistants to interact with Salesforce organizations, allowing them …
B 84 5⁄5 ◉ ⏳ 100 70 N/A 73 95 75
266
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
267
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
268
stefanoamorelli
fred-mcp-server ⚡ Claim
Open-source FRED MCP Server (Federal Reserve Economic Data)
B 84 5⁄4 ◉ ⏳ 90 71 N/A 88 84 88
269
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
270
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 5⁄5 ◉ ⏳ 94 91 — 66 82 78
271
blake365
volcanoes-mcp ⚡ Claim 1
B 84 4⁄4 ◉ ⏳ 94 N/A N/A 39 95 94
272
jasonwilbur
cloud-regions ⚡ Claim 1
Cloud region data for AWS, Azure, GCP, OCI & more. Query by location, complianc…
B 84 5⁄5 ◉ ⏳ 94 91 N/A 53 95 77
273
fantasy090633
mcp-server-mysql ⚡ Claim
B 84 5⁄4 ◉ ⏳ 94 73 N/A 53 95 97
274
rog0x
mcp-webhook-tools ⚡ Claim
Webhook management and testing tools for AI agents. Provides tools for sending,…
B 84 4⁄4 ◉ ⏳ 94 — — 40 95 95
275
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
276
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
277
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 4⁄4 ◉ ⏳ 72 — — 70 95 99
278
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
279
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
280
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
281
railwayapp
mcp-server ⚡ Claim
Official Railway MCP server
B 84 5⁄4 ◉ ⏳ 90 72 N/A 63 95 97
282
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
283
ericbfriday
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
B 84 6⁄6 ◉ ⏳ 86 100 95 21 81 100
284
starwind-ui
A TypeScript server that enhances AI assistants' capabilities when working with…
B 84 5⁄4 ◉ ⏳ 94 62 N/A 81 90 92
285
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
286
Flux159
Typescript implementation of Kubernetes cluster operations for pods, deployment…
B 84 5⁄5 ◉ ⏳ 96 62 — 82 86 91
287
verygoodplugins
MCP Server Local WP ⚡ Claim 1
Enables direct interaction with local WordPress development sites through Local…
B 84 5⁄5 ◉ ⏳ 94 75 N/A 63 95 84
288
disco-trooper
apple-notes-mcp ⚡ Claim 1
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
B 84 5⁄4 ◉ ⏳ 100 72 N/A 55 92 92
289
dalisys
This MCP server enables users to search and access documentation for community-…
B 84 6⁄6 ◉ ⏳ 86 86 98 47 81 93
290
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 5⁄5 ◉ ⏳ 72 100 — 63 81 100
291
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 5⁄4 ◉ ⏳ 90 68 N/A 73 90 98
292
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
293
cyanheads
An MCP server that enables AI agents to perform search-augmented queries and de…
B 84 5⁄4 ◉ ⏳ 94 75 — 64 92 91
294
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
295
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
296
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
297
Ansvar-Systems
newzealand-law-mcp ⚡ Claim
New Zealand legislation via MCP — full-text search across statutes and provisio…
B 84 6⁄6 ◉ ⏳ 96 77 96 52 82 91
298
sparkvibe-io
GuardianShield ⚡ Claim 1
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
B 84 5⁄5 ◉ ⏳ 90 100 N/A 75 95 53
299
12-days-of-shipmas-2025
Generates blog and social media images using Google's Gemini AI with pre-config…
B 84 5⁄5 ◉ ⏳ 78 100 — 63 81 94
300
PatzEdi
MCPGex ⚡ Claim
Enables LLMs to systematically develop and validate regex patterns by defining …
B 84 5⁄5 ◉ ⏳ 90 100 — 53 81 85
Showing 251–300 of 68948 servers
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