MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2751
RPGMais
n8n MCP Server ⚡ Claim
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
B 77 5⁄5 ◉ ⏳ 78 82 N/A 52 83 85
2752
PeWu
Integrates with the WikiTree API to provide tools for exploring genealogical da…
B 77 5⁄4 ◉ ⏳ 78 68 N/A 50 87 97
2753
softerist
heuristic-mcp ⚡ Claim 1
Enables smart code search in your editor using natural language queries, buildi…
B 77 5⁄4 ◉ ⏳ 94 31 N/A 73 87 99
2754
gbrigandi
An MCP proxy that pseudo-anonymizes PII before data reaches external AI provide…
B 77 5⁄5 ◉ ⏳ 90 57 — 53 81 100
2755
RayanZaki
A Machine Conversation Protocol server that enables AI assistants to manage Goo…
B 77 5⁄5 ◉ ⏳ 74 74 — 63 80 95
2756
an1lam
Enables AI assistants to create, manage, and track predictions on Fatebook, a p…
B 77 5⁄5 ◉ ⏳ 90 65 — 52 81 92
2757
EGorsel
Enables AI agents to read and understand local Mendix project structure and log…
B 77 5⁄4 ◉ ⏳ 94 56 N/A 36 90 96
2758
otc-ai
mcp-otc ⚡ Claim 2
Fork from Etherscan dedicated for chain-id 175
B 77 5⁄5 ◉ ⏳ 94 62 — 38 82 100
2759
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 5⁄4 ◉ ⏳ 90 63 N/A 34 92 96
2760
vdesabou
Provides intelligent command completion, validation, and contextual help for th…
B 77 5⁄5 ◉ ⏳ 86 100 N/A 31 95 55
2761
frahman5
Bitso MCP Server ⚡ Claim 1
Enables access to Bitso cryptocurrency exchange data through comprehensive with…
B 77 5⁄5 ◉ ⏳ 84 67 — 52 82 93
2762
Commvault
Enables AI agents to securely access and manage Commvault environments, includi…
B 77 5⁄5 ◉ ⏳ 90 66 — 50 78 93
2763
CaullenOmdahl
MM Query ⚡ Claim 1
Enables querying and comparing products from MM's retail (B2C) and wholesale (B…
B 77 5⁄5 ◉ ⏳ 92 68 — 39 78 96
2764
mrelph
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
B 77 5⁄5 ◉ ⏳ 94 68 — 30 81 99
2765
ofershap
mcp-server-npm-plus ⚡ Claim 1
npm intelligence — search packages, check bundle sizes, scan vulnerabilities, c…
B 77 5⁄5 ◉ ⏳ 76 100 — 59 95 44
2766
thedaviddias
MCP to explore websites with llms.txt files
B 77 5⁄4 ◉ ⏳ 86 58 N/A 42 95 94
2767
Soumya7681
Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…
B 77 5⁄5 ◉ ⏳ 100 65 — 33 76 95
2768
jeanpfs
stock-images-mcp ⚡ Claim 1
MCP server to search and download stock images from Pexels, Unsplash, and Pixab…
B 77 5⁄5 ◉ ⏳ 94 61 — 48 80 91
2769
narayana-reddy-circles
Enables checking git repository status and viewing recent commit history throug…
B 77 5⁄5 ◉ ⏳ 96 100 N/A 22 95 46
2770
dan1d
cobroya ⚡ Claim
Mercado Pago payments for AI agents — create payment links, search payments, an…
B 77 5⁄5 ◉ ⏳ 76 70 — 76 72 94
2771
cdpath
MDict MCP Server ⚡ Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 5⁄4 ◉ ⏳ 68 62 N/A 62 94 100
2772
NightTrek
Enables integration of Google search functionality into MCP-enabled application…
B 77 5⁄5 ◉ ⏳ 94 75 — 26 81 91
2773
GoogleCloudPlatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
B 77 5⁄4 ◉ ⏳ 57 72 N/A 75 95 90
2774
pskill9
hn-server ⚡ Claim 2
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
B 77 5⁄4 ◉ ⏳ 80 63 N/A 41 94 100
2775
NigelThorne
Enables inspection and querying of Firestore data and Cloud Function logs withi…
B 77 5⁄5 ◉ ⏳ 78 82 N/A 27 95 90
2776
daviddata-cloud
This MCP server imports HR CSV data into an in-memory SQLite database to enable…
B 77 5⁄4 ◉ ⏳ 84 62 N/A 45 92 97
2777
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 5⁄5 ◉ ⏳ 90 100 N/A 53 90 38
2778
citronlegacy
Gelbooru MCP Claim
A Python MCP server that wraps the Gelbooru API. Connect it to any MCP-compatib…
B 77 5⁄5 ◉ ⏳ 94 68 — 43 78 91
2779
nfishel48
Conduit ⚡ Claim
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
B 77 5⁄5 ◉ ⏳ 90 68 — 46 81 91
2780
rossshannon
Weekly Weather MCP server which returns 7 full days of detailed weather forecas…
B 77 5⁄5 ◉ ⏳ 84 68 — 56 83 89
2781
Null-Phnix
Provides Claude with full access to Apple Calendar on macOS for event managemen…
B 77 5⁄5 ◉ ⏳ 90 100 N/A 30 95 51
2782
manasp21
Enables evolutionary solution generation and optimization using genetic algorit…
B 77 5⁄5 ◉ ⏳ 96 56 — 49 81 93
2783
baidu
A server that provides access to Baidu Cloud Vector Database functionality thro…
B 77 5⁄5 ◉ ⏳ 74 82 — 38 82 99
2784
joemclo
Enables users to search UK property prices by postcode, street, or city using t…
B 77 5⁄5 ◉ ⏳ 90 61 — 63 80 88
2785
48hour-solutions
Todo MCP Server ⚡ Claim 1
A TypeScript-based server that enables AI agents to create, prioritize, and man…
B 77 5⁄4 ◉ ⏳ 94 60 N/A 23 92 100
2786
Tsarri
A legal-tech focused system that coordinates specialized agents for document cl…
B 77 5⁄5 ◉ ⏳ 96 70 — 27 81 93
2787
Alexander-Herranz
Provides access to cryptocurrency market data, exchange information, and blockc…
B 77 5⁄5 ◉ ⏳ 74 82 — 53 81 90
2788
nataliapc
mcp-openmsx ⚡ Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 5⁄5 ◉ ⏳ 96 58 — 55 81 85
2789
edrich13
MCP Jira Server ⚡ Claim 2
An MCP server for interacting with self-hosted Jira instances using Personal Ac…
B 77 5⁄5 ◉ ⏳ 79 100 — 69 81 51
2790
iansinnott
Enables Claude Code and Claude Desktop to interact with Obsidian vaults through…
B 77 5⁄4 ◉ ⏳ 94 35 N/A 67 95 94
2791
glincker
glin-profanity-mcp ⚡ Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 77 5⁄4 ◉ ⏳ 71 68 N/A 61 95 89
2792
chroma-core
chroma-mcp ⚡ Claim
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
B 77 5⁄5 ◉ ⏳ 84 48 — 75 82 100
2793
KaranThink41
Enables posting text messages to Google Chat spaces through webhook-based integ…
B 77 5⁄5 ◉ ⏳ 90 65 — 41 81 100
2794
shellsage-ai
Production-ready MCP server starter templates in TypeScript and Python. Include…
B 77 5⁄4 ◉ ⏳ 66 61 N/A 67 95 100
2795
arturwyroslak
AI Agent Generator ⚡ Claim
Enables creation and deployment of AI agents through natural language by provid…
B 77 5⁄4 ◉ ⏳ 94 71 N/A 29 90 84
2796
ohqay
Enables AI assistants to send native macOS notifications for task completion al…
B 77 5⁄4 ◉ ⏳ 90 61 N/A 41 92 93
2797
MauriceIsrael
SmartMemory ⚡ Claim
Neuro-symbolic memory for LLMs (POC)
B 77 5⁄4 ◉ ⏳ 78 58 N/A 58 95 91
2798
bh-rat
mcp-db ⚡ Claim
Session and event store for MCP server, also allows distributed coordination be…
B 77 5⁄4 ◉ ⏳ 90 58 N/A 40 95 90
2799
elminson
TOON MCP Server ⚡ Claim
Enables users to convert structured data into Token-Oriented Object Notation (T…
B 77 5⁄5 ◉ ⏳ 90 60 — 58 80 91
2800
hanweg
mcp-pdf-tools ⚡ Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 5⁄4 ◉ ⏳ 86 55 N/A 45 95 98
Showing 2751–2800 of 68965 servers
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