MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
251
nikkoxgonzales
crash-mcp Claim
MCP server for structured and efficient reasoning with step validation, branchi…
B 84 55 96 82 N/A 76 83 78
252
Ansvar-Systems
cambodian-law-mcp Claim 1
Cambodia legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 94 46 95 93
253
djmoore711
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
B 84 55 100 75 53 81 100
254
devnullvoid
MCP SSH Session Claim 1
Enables AI agents to establish and manage persistent SSH connections to remote …
B 84 55 74 82 N/A 72 95 95
255
XCP
mcp-server Claim 1
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
B 84 55 88 100 N/A 78 78 73
256
mzxrai
mcp-webresearch Claim 2
Search Google and do deep web research on any topic
B 84 54 100 61 N/A 70 87 100
257
prodlint
prodlint Claim
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
B 84 54 72 73 N/A 89 92 98
258
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 44 72 70 95 99
259
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 55 72 100 63 81 100
260
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 55 96 100 N/A 56 95 58
261
ryanmazzolini
Minimal Godot MCP Claim
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
B 84 54 90 58 N/A 76 95 99
262
timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interac…
B 84 54 90 62 N/A 79 95 92
263
tan-yong-sheng
ai-vision-mcp Claim
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
B 84 54 100 61 N/A 76 92 90
264
j0hanz
Memory MCP Server Claim
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
B 84 55 84 100 N/A 53 95 76
265
hanlulong
Provides a bridge between Stata statistical software and code editors like VS C…
B 84 54 96 56 N/A 80 90 99
266
Pearl-com
Pearl Claim 1
Pearl
B 84 66 96 80 96 43 81 95
267
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 55 94 91 66 82 78
268
verygoodplugins
MCP Server Local WP Claim 1
Enables direct interaction with local WordPress development sites through Local…
B 84 55 94 75 N/A 63 95 84
269
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
270
Ansvar-Systems
mozambican-law-mcp Claim 1
Mozambique legislation via MCP -- full-text search across statutes and provisio…
B 84 64 92 73 94 45 95 94
271
taskcrew
CUA MCP Server Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
B 84 66 96 74 95 46 81 98
272
Shangri-la-0428
Thronglets Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
B 84 44 84 N/A N/A 57 95 91
273
pyth-network
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
B 84 66 92 80 93 59 81 90
274
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
275
trycourier
courier-mcp Claim
Build multi-channel notifications into your product, send messages, update list…
B 84 66 84 86 95 60 80 93
276
IBM
MCP Math Server Claim 1
A Mathematical Computation Protocol server providing 286 mathematical functions…
B 84 66 84 86 91 71 83 85
277
heroku
Heroku MCP server Claim 2
Let's your agent access the heroku platform
B 84 55 80 100 90 94 55
278
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
279
meysam81
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
B 84 54 84 66 N/A 85 90 99
280
blake365
volcanoes-mcp Claim 1
B 84 44 94 N/A N/A 39 95 94
281
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 66 100 80 99 35 81 95
282
stefanoamorelli
fred-mcp-server Claim
Open-source FRED MCP Server (Federal Reserve Economic Data)
B 84 54 90 71 N/A 88 84 88
283
v-checha
mcpkit Claim
MCPKit is a TypeScript library that lets you build MCP servers using decorators…
B 84 54 84 61 N/A 84 92 100
284
glassity
FOCUS MCP Server Claim 1
Enables AI assistants to analyze cloud billing data in FOCUS format through nat…
B 84 55 88 100 48 81 92
285
yoda-digital
mcp-gitlab-server Claim 1
Production-grade GitLab MCP server with 86 tools — full GitLab control from any…
B 84 54 96 75 N/A 65 87 88
286
Ansvar-Systems
uae-law-mcp Claim
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
B 84 54 75 93 N/A 57 95 92
287
jx-codes
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
B 84 55 90 100 N/A 28 95 91
288
2511319
Context7 MCP Claim 1
Provides LLMs with up-to-date, version-specific documentation and code examples…
B 84 66 78 100 93 49 82 91
289
pshempel
Provides comprehensive time manipulation capabilities including timezone conver…
B 84 55 92 100 54 81 79
290
AustinKelsay
nostr-mcp-server Claim
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
B 84 54 84 66 N/A 82 92 100
291
Vigile-ai
vigile-mcp Claim
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
B 84 54 76 75 N/A 82 92 100
292
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
293
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 54 90 68 N/A 73 90 98
294
modelcontextprotocol
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI…
B 84 66 96 59 95 76 81 94
295
yjqian19
exa-mcp-server Claim 1
B 84 66 90 80 97 50 82 92
296
XWeaponX7
rundida-mcp Claim 1
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and…
B 84 44 72 N/A N/A 72 95 97
297
Averyy
Enables searching and filtering over 1.5 million electronic components across J…
B 84 55 100 79 57 81 93
298
bottobot
Enables AI coding assistants to access comprehensive TouchDesigner operator doc…
B 84 54 100 57 N/A 67 92 98
299
n0zer0d4y
Chronos Protocol Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 55 90 100 49 81 87
300
starwind-ui
A TypeScript server that enhances AI assistants' capabilities when working with…
B 84 54 94 62 N/A 81 90 92
Showing 251–300 of 64126 servers
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