MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
251
IBM
chuk-mcp-time Claim
Provides high-accuracy time information by querying multiple NTP servers for co…
B 84 66 84 71 93 74 84 96
252
easytocloud
Mac-letterhead Claim
Professional letterhead PDF generator for macOS with Markdown support and smart…
B 84 54 96 58 N/A 80 95 90
253
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 55 94 91 66 82 78
254
ondata
ckan-mcp-server Claim 1
MCP server for interacting with CKAN open data portals
B 84 55 85 66 N/A 86 95 90
255
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
256
meysam81
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
B 84 54 84 66 N/A 85 90 99
257
keshrath
agent-knowledge Claim
Cross-session memory for AI agents - knowledge graph, scoring, semantic search
B 84 44 84 N/A N/A 60 95 92
258
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
259
prodlint
prodlint Claim
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
B 84 54 72 73 N/A 89 92 98
260
4rgon4ut
sutra Claim 2
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
B 84 55 84 82 N/A 73 95 82
261
cyanheads
MCP server for Obsidian — read, write, search, and surgically edit notes, tags,…
B 84 54 88 77 N/A 69 92 92
262
jx-codes
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
B 84 55 90 100 N/A 28 95 91
263
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
264
jamiew
Spotify Claim
MCP server connecting LLMs to Spotify, with smart-batching and large-playlist t…
B 84 54 88 71 N/A 67 92 97
265
mabeldata
MCP server that allows interaction with PocketBase databases, enabling record o…
B 84 54 100 71 63 90 89
266
SalehKhatri
postman-mcp Claim
A Model Context Protocol (MCP) server that provides seamless integration with t…
B 84 54 84 71 N/A 69 95 100
267
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
268
BicameralAI
Bicameral MCP Claim
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
B 84 44 90 N/A N/A 48 95 92
269
stippi
Coding agent with basic list, read, replace_in_file, write, execute_command and…
B 84 54 90 68 N/A 73 90 98
270
Yezery
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
B 84 55 74 100 N/A 48 95 94
271
hindenrank
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
B 84 55 90 100 48 81 87
272
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
273
Oncorporation
FileSystem MCP Server Claim 1
Secure filesystem access for AI agents with configurable directory and file typ…
B 84 55 88 82 N/A 57 95 91
274
holomodular
Generate a ServiceBricks C# .NET microservice as a ZIP file.
B 84 66 92 86 90 63 81 85
275
Lekssays
codebadger Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
B 84 54 90 71 N/A 70 95 93
276
Pearl-com
Pearl Claim 1
Pearl
B 84 66 96 80 96 43 81 95
277
jeanlopezxyz
mcp-alertmanager Claim
A Model Context Protocol (MCP) server for Prometheus Alertmanager
B 84 54 82 68 N/A 79 94 99
278
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
279
democratize-technology
Vikunja MCP Server Claim
Enables AI assistants to interact with Vikunja task management instances, provi…
B 84 54 94 66 78 90 89
280
IO-Aerospace-software-engineering
mcp-server Claim 1
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
B 84 66 81 96 90 58 81 88
281
pshempel
Provides comprehensive time manipulation capabilities including timezone conver…
B 84 55 92 100 54 81 79
282
advancedcommunities
Enables AI assistants to interact with Salesforce organizations, allowing them …
B 84 55 100 70 N/A 73 95 75
283
IQAIcom
MCP-Discord Claim
A Discord Model Context Protocol server that enables AI assistants to interact …
B 84 55 96 68 78 80 99
284
mrgoonie
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
B 84 55 82 100 74 82 80
285
livelifelively
Provides real-time access to up-to-date library documentation and code examples…
B 84 55 72 100 63 81 100
286
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
287
IBM
MCP Math Server Claim 1
A Mathematical Computation Protocol server providing 286 mathematical functions…
B 84 66 84 86 91 71 83 85
288
sharozdawa
SERP-based content scoring and optimization with 7 SEO categories.
B 84 44 72 70 95 99
289
ElToro1855
ozav-mcp-server Claim 1
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
B 84 54 80 100 N/A 45 90 94
290
timothywarner-org
Enables storing, searching, and compressing contextual memories for LLM interac…
B 84 54 90 62 N/A 79 95 92
291
samihalawa
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
B 84 55 100 100 N/A 68 95 42
292
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
293
12-days-of-shipmas-2025
Generates blog and social media images using Google's Gemini AI with pre-config…
B 84 55 78 100 63 81 94
294
dnaerys
onekgpd-mcp Claim
real-time access to 1000 Genomes Project dataset
B 84 66 92 80 90 63 81 89
295
RapierCraft
Perplexity-Comet-MCP Claim 1
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
B 84 54 94 58 N/A 80 90 99
296
sharozdawa
schema-gen-mcp Claim
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
B 84 44 72 72 95 96
297
VectifyAI
PageIndex MCP Claim
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
B 84 55 94 72 N/A 84 80 91
298
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
299
cslou
Abstract MCP Claim
A smart proxy server that prevents context window bloat by caching large tool r…
B 84 55 90 100 44 81 92
300
rog0x
mcp-webhook-tools Claim
Webhook management and testing tools for AI agents. Provides tools for sending,…
B 84 44 94 40 95 95
Showing 251–300 of 66394 servers
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