MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1551
aplaceforallmystuff
mcp-pickaxe Claim 1
MCP server for Pickaxe API - manage AI agents, knowledge bases, users, and anal…
B 79 54 79 66 N/A 74 83 94
1552
ferdhika31
Enables AI assistants to interact with Money Lover personal finance app through…
B 79 55 80 71 64 81 97
1553
Ansvar-Systems
portuguese-law-mcp Claim
Portuguese legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 90
1554
itskaransingh
docling-mcp Claim
B 79 54 68 68 N/A 69 90 100
1555
vbiff
RendrKit Claim 1
Generate production-ready images from text prompts. AI-powered design API with …
B 79 55 84 72 59 82 92
1556
scottdhughes
Enables AI assistants to perform quantum-resistant cryptographic operations usi…
B 79 54 90 48 N/A 60 95 99
1557
infiniV
Enables AI agents to capture screenshots from Android devices and emulators, an…
B 79 55 90 100 N/A 54 95 43
1558
deedy5
ddgs Claim
A metasearch library that aggregates results from diverse web search services
B 79 54 76 53 N/A 80 95 97
1559
cyanheads
GitHub MCP Server Claim 1
A Model Context Protocol server that enables LLM agents to manage GitHub reposi…
B 79 55 85 72 52 81 100
1560
chrismo
SuperDB MCP Server Claim
Enables AI assistants to execute SuperSQL queries on data files and SuperDB dat…
B 79 54 86 56 N/A 63 95 91
1561
ZeroPathAI
Allows developers to query security findings (SAST issues, secrets, patches) us…
B 79 55 94 72 47 82 88
1562
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1563
crazyrabbitLTC
MPC Tally API Server Claim 1
A server that allows AI agents to interact with the Tally API to access DAO gov…
B 79 55 100 67 44 80 91
1564
StuMason
coolify Claim
38 optimized tools for managing Coolify infrastructure, diagnostics, and docs s…
B 79 54 60 70 N/A 96 81 98
1565
jhomen368
Search Steam games, fetch user reviews, and analyze sentiment with topic drill-…
B 79 55 70 100 58 81 79
1566
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1567
amrsa1
Swagger MCP Server Claim
MCP server that provides tools for exploring and testing APIs through Swagger/O…
B 79 55 96 63 64 76 91
1568
eddywebs
Enables AI copilots to understand and query Salesforce org configurations throu…
B 79 55 96 72 33 81 99
1569
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1570
izzzzzi
izTolkMcp Claim 1
MCP server for the Tolk smart contract compiler on TON blockchain. Compile, syn…
B 79 54 66 65 N/A 84 92 96
1571
ehc-io
Provides hybrid search over local markdown knowledge bases using BM25 keyword s…
B 79 55 88 70 59 80 95
1572
ceorkm
Kratos MCP Claim 1
Ultra-lean memory system for AI coding tools that stores project knowledge loca…
B 79 54 90 56 N/A 63 90 93
1573
Cicatriiz
healthcare-mcp-public Claim 1
A Model Context Protocol (MCP) server providing AI assistants with access to he…
B 79 55 85 58 N/A 72 81 99
1574
sammcj
mcp-data-extractor Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 55 75 100 N/A 66 90 58
1575
gpartin
WaveGuardClient Claim 1
Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GP…
B 79 66 96 66 73 75 80 82
1576
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
1577
crazyrabbitLTC
CoinGecko MCP Server Claim 1
Enables interaction with the CoinGecko Pro API to access cryptocurrency data in…
B 79 55 90 72 41 82 99
1578
llmsresearch
paperbanana Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 54 76 56 N/A 90 90 90
1579
RichardHan
A Model Context Protocol server that enables secure interaction with Microsoft …
B 79 55 81 70 68 76 100
1580
todo-for-ai
Provides AI assistants with a standardized interface to interact with the Todo …
B 79 55 94 63 55 80 99
1581
kelvin6365
plane-mcp-server Claim
🏎️ 🏠 This MCP Server will help you to manage projects and issues through [Plane…
B 79 54 84 67 N/A 50 90 97
1582
major
This server provides real-time system performance metrics via Performance Co-Pi…
B 79 54 62 68 87 95 91
1583
prismism-dev
Prismism Claim 1
Upload any file, get a tracked shareable link. DocSend for AI agents.
B 79 66 75 86 90 33 81 99
1584
CryptoAPIs-io
mcp-transactions-data Claim 2
MCP server for transaction lookup across EVM, UTXO, Solana, XRP, Kaspa via Cryp…
B 79 64 81 76 92 37 83 92
1585
jduartedj
Enables control of Android devices via ADB, allowing screenshot capture, touch …
B 79 54 96 58 N/A 47 87 98
1586
eh24905-wiz
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud by managing issues, comments,…
B 79 55 84 100 30 81 85
1587
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1588
baryhuang
mcp-openmemory Claim
Enables Claude to remember conversations and learn over time by storing and rec…
B 79 54 90 61 N/A 50 95 90
1589
ShiftinBits
constellation Claim
Code Intelligence Platform for AI Coding Agents
B 79 44 71 N/A N/A 55 95 90
1590
photonn
Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Su…
B 79 55 90 66 47 82 100
1591
CarlLee1983
MCP Prompt Manager Claim
Git-driven MCP server that manages and provides prompt templates with Handlebar…
B 79 55 78 58 83 81 100
1592
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1593
eddmann
Obsidian MCP Server Claim 1
Enables LLMs like Claude and ChatGPT to access and manage git-backed Obsidian v…
B 79 54 79 68 49 95 99
1594
PsychArch
Jina AI MCP Tools Claim
Integrates Jina AI Search Foundation APIs to provide web page content extractio…
B 79 55 76 72 75 80 91
1595
netanelavr
Trading MCP Server Claim 1
A comprehensive MCP server for stock analysis and trading insights, including s…
B 79 54 96 61 46 89 92
1596
ecr17dev
Laraguard MCP Claim
A security audit server for Laravel projects that performs static code analysis…
B 79 54 88 60 N/A 53 90 100
1597
meilisearch
meilisearch-mcp Claim 1
A Model Context Protocol (MCP) server for interacting with Meilisearch through …
B 79 55 94 74 N/A 62 90 66
1598
rog0x
string Claim
String analyzer, diff, templates for AI agents
B 79 44 76 N/A N/A 40 95 98
1599
Ansvar-Systems
singapore-law-mcp Claim
Singapore law database — PDPA, Cybersecurity Act, Computer Misuse Act with full…
B 79 54 71 93 N/A 37 95 91
1600
bitbonsai
mcp-obsidian Claim 1
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
B 79 55 94 100 N/A 49 95 42
Showing 1551–1600 of 66402 servers
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