MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30367
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62301
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
62302
cyanheads
Search GBIF species taxonomy, occurrence records, datasets, and publishers.
62303
FoundryNet
Academic paper search, scientific literature, citation analysis, arXiv & semant…
62304
OraDavis
MCP server for Couchdrop that enables file listing, metadata inspection, downlo…
62305
nx-solutions-ug
MCP server that exposes Chronova developer productivity data to AI agents. Buil…
62306 N/A N/A 95
62307
Boti-Ormandi
archicad-mcp Claim
MCP server for Archicad automation, enabling AI assistants to run Python script…
N/A N/A
62308
FoundryNet
x402-gated web extraction gateway. Tools: extract, extract_batch.
62309
dduyhai90
debate-arena Claim
Enables AI agents to engage in structured, turn-based debates with real-time me…
N/A N/A
62310
MCP-Mirror
Searches and fetches real-time documentation for libraries like Langchain, Open…
81
62311
CSOAI-ORG
EU AI Act compliance for AI agents. 410 articles from EUR-Lex via FTS5 search. …
N/A N/A
62312
ZacharyF-dev
Enables AI assistants to interact with a self-hosted Jira clone for testing, su…
62313
FileToPDF
FileToPDF Claim
Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own …
62314
joni911
Enables deep research and web search via You.com API from any MCP client, with …
N/A N/A
62315
sittiev
MCP server for the Pawn package index, enabling AI assistants to search and ins…
81
62316
joshthecoder-hub
A lightweight MCP server for accessing Yahoo Finance data, providing stock pric…
N/A N/A
62317
HMAKT99
erabi Claim
Check paid x402 APIs before your agent spends: signed uptime/price attestations…
N/A N/A
62318
HalidSaglam
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, …
N/A N/A
62319
manar.benkraouda
browserbase Claim
N/A N/A 95
62320
Aleksey-Panf
MCP server that lets AI agents cross-post content to Telegram, Discord, Mastodo…
81
62321
Tairon-ai
0g-chain-mcp Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
62322
cstamigo-droid
Provides crypto market intelligence including price quotes, momentum analysis, …
81
62323
desper
Share AI-generated HTML from your coding agent. Unguessable URL + viewer analyt…
N/A N/A
62324
hahatu112113
Bridges Large Language Models with Unreal Engine 5 via the Model Context Protoc…
N/A N/A
62325
policycheck Claim 1
AI seller verification and policy risk analysis for any online store.
N/A N/A 81
62326
clauxel
AI agent run monitoring with incident replay and SLA receipts.
62327
omergocmen
Enables programmatic video generation via the json2video API, supporting scene …
62328
Show2Instruct
An MCP server that connects AI language models with the Bonsai Blender add-on t…
N/A N/A
62329
javierlnmn
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
N/A N/A
62330
E0DUAR
Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
62331
Ashfaqbs
ContainMind Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
N/A N/A
62332
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
62333
nicecai
SlideMaster Claim
Create AI presentation videos with slides, narration, TTS audio, and MP4 export…
N/A N/A 83
62334
iclaudiumihaila
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
N/A N/A
62335
VoidNxSEC
Enables AI assistants to interact with NixOS development tools, manage builds, …
N/A N/A
62336
CSOAI-ORG
git-helper-ai-mcp MCP server by MEOK AI Labs
N/A N/A
62337
Mudrava
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
N/A N/A
62338
janedouat
mcp-test Claim
N/A N/A 95
62339
khokan
mcp-gsuite Claim
Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
62340
pranrichh
Spectre Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
62341
IbrahimKhaled19
backgen Claim
Generate Express.js backend projects with ORMs, auth, payments, and DevOps
N/A N/A
62342
shafarenkacfi
An MCP server that provides [describe what your server does]
N/A N/A
62343
zorak1103
blender-mcp Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
N/A N/A
62344
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
62345
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
62346
solomonneas
zeek-mcp Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
N/A N/A
62347
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
81
62348
daveosterjr
Enables AI assistants to create, design, and send physical postcards directly t…
81
62349
drboden
Enables updating existing Google Drive files in place via Claude, preserving fi…
62350
contextium-io
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
Showing 62301–62350 of 64153 servers