MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5301
Machine-To-Machine
This project implements a Model Context Protocol (MCP) server providing Formula…
B 73 5⁄5 ◉ ⏳ 84 91 — 62 81 38
5302
ckz
Provides access to Urban Institute's Education Data API through Claude, enablin…
B 73 5⁄5 ◉ ⏳ 84 61 — 38 82 88
5303
AnuwatThisuka
CMMS MCP Server ⚡ Claim
Integrates with MES, CMMS, and IoT systems to manage manufacturing operations, …
B 73 5⁄5 ◉ ⏳ 94 91 — 45 81 39
5304
benhancock
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
B 73 5⁄5 ◉ ⏳ 78 100 N/A 27 95 45
5305
Hais
Enables comprehensive Slack workspace integration through AI assistants, allowi…
B 73 5⁄5 ◉ ⏳ 78 71 — 25 81 100
5306
armaasinghn
Production-ready satellite imagery analysis server that enables natural languag…
B 73 5⁄5 ◉ ⏳ 84 58 — 45 81 88
5307
uvidswqkscr89
Enables AI agents to interact with the Leiga project management platform. Suppo…
B 73 5⁄5 ◉ ⏳ 72 71 — 39 81 97
5308
hyun1202
Talk to Figma MCP ⚡ Claim 1
An MCP server that enables AI assistants to interact with Figma designs for tas…
B 73 5⁄4 ◉ ⏳ 63 68 N/A 39 90 98
5309
Jacck
MCP-ORTools integrates Google's OR-Tools constraint programming solver with Lar…
B 73 5⁄4 ◉ ⏳ 96 51 N/A 32 80 93
5310
j-shelfwood
Enables AI assistants to query and analyze errors from Bugsink self-hosted erro…
B 73 5⁄5 ◉ ⏳ 72 66 — 42 80 100
5311
rt96-hub
MCP Prompt Tester ⚡ Claim 2
An MCP server that allows agents to test and compare LLM prompts across OpenAI …
B 73 5⁄5 ◉ ⏳ 81 66 — 42 76 92
5312
MCP-Agent766
Legal MCP Server ⚡ Claim
Enables legal document analysis using Azure Blob Storage and Anthropic Claude A…
B 73 5⁄5 ◉ ⏳ 78 71 — 24 81 98
5313
uniquename
BVG MCP Server ⚡ Claim 1
An MCP server for interacting with the Berlin Public Transport (BVG) API to sea…
B 73 5⁄5 ◉ ⏳ 73 65 — 50 81 92
5314
Keshigami
Connects Claude Desktop directly to GoHighLevel CRM accounts with 269+ tools ac…
B 73 5⁄5 ◉ ⏳ 84 68 — 27 81 91
5315
MidOSresearch
Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via M…
B 73 5⁄5 ◉ ⏳ 76 61 N/A 64 70 96
5316
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 5⁄4 ◉ ⏳ 84 41 — 54 89 93
5317
victor-velazquez-ai
A production-ready framework for building enterprise-grade MCP servers featurin…
B 73 5⁄4 ◉ ⏳ 84 43 N/A 47 94 90
5318
umuterturk
Proto Server Claim
Enables AI assistants to explore and understand Protocol Buffer (.proto) files …
B 73 5⁄4 ◉ ⏳ 100 27 N/A 42 95 94
5319
vedtechsolutions
Engram MCP ⚡ Claim 2
Engram MCP provides persistent, cross-session memory for AI agents by automatic…
B 73 5⁄5 ◉ ⏳ 78 100 N/A 38 95 39
5320
openpharma-org
Enables comprehensive access to SEC EDGAR filings, allowing users to search com…
B 73 5⁄5 ◉ ⏳ 96 83 — 47 81 43
5321
franHR11
MySQL MCP Server ⚡ Claim
Enables AI models to interact with MySQL databases through standardized operati…
B 73 5⁄5 ◉ ⏳ 84 100 — 47 81 39
5322
AshDevFr
Discourse MCP Server ⚡ Claim 1
Node.js server that allows searching Discourse forum posts through the Model Co…
B 73 5⁄5 ◉ ⏳ 60 68 — 56 81 100
5323
ramgeart
Provides a universal bridge to interact with any OpenAI-compatible LLM API (loc…
B 73 5⁄5 ◉ ⏳ 84 75 — 24 81 84
5324
cyborgx0x
Enables AI assistants to manage OpenProject work packages, projects, and time t…
B 73 5⁄5 ◉ ⏳ 78 61 — 50 76 98
5325
haasonsaas
MCP Utility Tools ⚡ Claim 1
A collection of tools that enhance MCP-based workflows with caching, retry logi…
B 73 5⁄5 ◉ ⏳ 90 65 N/A 71 95 39
5326
greatSumini
Crawls Korean stock market data from Naver Finance, providing real-time informa…
B 73 5⁄5 ◉ ⏳ 66 62 — 56 83 99
5327
swen128
Enables AI assistants to query, search, and analyze logs across Google Cloud Pl…
B 73 5⁄5 ◉ ⏳ 90 60 — 27 82 93
5328
rebots-online
Facilitates semantic analysis of chat conversations through vector embeddings a…
B 73 5⁄5 ◉ ⏳ 78 70 — 40 82 88
5329
itshare4u
Agent Knowledge MCP ⚡ Claim 2
A comprehensive Model Context Protocol server that integrates Elasticsearch sea…
B 73 5⁄5 ◉ ⏳ 78 100 — 56 80 37
5330
jujumilk3
ezmcp ⚡ Claim 1
Easy-to-use MCP server framework specialized for SSE.
B 73 5⁄4 ◉ ⏳ 96 42 N/A 41 90 84
5331
boyleryan
Limitless MCP Server ⚡ Claim 1
An MCP server that connects Limitless Pendant wearable data to AI tools like Cl…
B 73 5⁄5 ◉ ⏳ 67 77 — 30 82 100
5332
ccchow
Provides offline access to Washington State's Revised Code of Washington (RCW) …
B 73 5⁄5 ◉ ⏳ 94 75 N/A 24 95 55
5333
JamesANZ
medical-mcp ⚡ Claim 1
An MCP server that provides access to medical information, drug databases, and …
B 73 5⁄4 ◉ ⏳ 55 63 N/A 59 90 100
5334
lucasliet
An MCP server that retrieves current GitHub Copilot usage data, including quota…
B 73 5⁄5 ◉ ⏳ 69 70 — 53 80 91
5335
christian-posta
MCP Auth Server ⚡ Claim
A Model Context Protocol (MCP) server with HTTP transport that implements JWT a…
B 73 5⁄5 ◉ ⏳ 96 48 — 29 81 100
5336
thuanpham582002
Tabby MCP Server ⚡ Claim
A plugin for the Tabby terminal emulator that allows AI assistants to execute c…
B 73 5⁄4 ◉ ⏳ 68 38 N/A 76 90 98
5337
Amirmahdi-Kaheh
CanIUse MCP ⚡ Claim
Provides intelligent CSS/JS feature compatibility checking with configurable br…
B 73 5⁄5 ◉ ⏳ 80 100 — 54 81 37
5338
NeoTecDigital
MCP Shamash ⚡ Claim
Enables security auditing, penetration testing, and compliance validation with …
B 73 5⁄5 ◉ ⏳ 90 58 — 35 81 87
5339
Jaxsbr
local_lense ⚡ Claim
A local RAG-powered documentation search system that uses vector embeddings and…
B 73 5⁄4 ◉ ⏳ 66 58 N/A 49 95 96
5340
MikeORed
MCP Data Catalog ⚡ Claim 1
An MCP server that provides AI assistants with structured, type-safe access to …
B 73 5⁄4 ◉ ⏳ 69 62 N/A 35 92 98
5341
Slaycaster
Extracts and analyzes key frames from Loom videos or local video files for debu…
B 73 5⁄5 ◉ ⏳ 60 82 N/A 29 95 91
5342
TickHaiJun
MCP MySQL Server ⚡ Claim
A tool service that enables AI agents to interact with MySQL databases through …
B 73 5⁄5 ◉ ⏳ 84 57 — 42 81 94
5343
chrishayuk
A comprehensive reference implementation demonstrating all features of the Mode…
B 73 5⁄4 ◉ ⏳ 78 55 N/A 29 95 96
5344
stytchauth
An MCP server that enables AI agents to manage a TODO list with user authentica…
B 73 5⁄4 ◉ ⏳ 62 60 N/A 45 95 100
5345
sfz009900
A tool that allows penetration testing through Kali Linux commands executed via…
B 73 5⁄4 ◉ ⏳ 80 61 N/A 27 95 90
5346
mcp360
Unified MCP Gateway Platform, Marketplace & Custom MCPs
B 73 5⁄5 ◉ ⏳ 90 72 N/A 27 81 79
5347
kea0811
IG Trading MCP ⚡ Claim
Enables AI assistants to interact with IG Trading API for forex, indices, and c…
B 73 5⁄5 ◉ ⏳ 78 71 — 28 81 95
5348
rklugsederoeaw
Provides access to Austrian cultural heritage through the Kulturpool API, enabl…
B 73 5⁄5 ◉ ⏳ 100 60 — 39 81 71
5349
bmorphism
Penumbra MCP Server ⚡ Claim 1
Enables privacy-preserving interactions with the Penumbra blockchain, offering …
B 73 5⁄5 ◉ ⏳ 90 100 — 17 81 51
5350
Muhammad-Idzhans
MCP Server Starter ⚡ Claim
A starter template for building MCP servers with SQLite database integration. P…
B 73 5⁄4 ◉ ⏳ 66 66 N/A 31 95 97
Showing 5301–5350 of 69027 servers
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