MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5001
adarc8
skills-master-mcp ⚡ Claim
Connects AI coding agents to the SkillsMP marketplace, allowing users to search…
B 74 5⁄5 ◉ ⏳ 88 61 — 39 76 94
5002
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 5⁄5 ◉ ⏳ 79 68 — 47 81 86
5003
michaelmckinleyconsulting
Enables AI assistants to programmatically manage Power BI workspaces, reports, …
B 74 5⁄5 ◉ ⏳ 76 66 — 43 81 97
5004
pansila
MCP Server to expose the GDB debugging capabilities
B 74 5⁄4 ◉ ⏳ 84 35 N/A 69 92 93
5005
jun85664396
Pump.fun data fetch tool for Model Context Protocol
B 74 5⁄5 ◉ ⏳ 90 52 — 40 81 100
5006
MenschMachine
pdfdancer-mcp ⚡ Claim
Provides access to pdfdancer documentation through search and content retrieval…
B 74 5⁄5 ◉ ⏳ 72 82 — 33 81 94
5007
meshpop
vssh ⚡ Claim
SSH tunnel and remote server management MCP — execute commands, transfer files,…
B 74 5⁄4 ◉ ⏳ 86 36 N/A 64 84 100
5008
Kynlos
Connects Obsidian vaults to AI assistants with 121 tools for automated note cre…
B 74 5⁄5 ◉ ⏳ 86 82 N/A 49 95 43
5009
TigranPetosyants
Trading MCP Server ⚡ Claim
Provides a comprehensive suite of 20 tools for cryptocurrency trading and techn…
B 74 5⁄5 ◉ ⏳ 78 75 — 26 80 100
5010
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 5⁄5 ◉ ⏳ 86 61 — 34 81 99
5011
AndreyVMarkelov
MCPulse Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
B 74 5⁄4 ◉ ⏳ 90 35 N/A 41 95 100
5012
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 5⁄5 ◉ ⏳ 66 75 — 53 83 90
5013
itseasy21
mcp-knowledge-graph ⚡ Claim 1
B 74 5⁄5 ◉ ⏳ 90 82 N/A 46 95 40
5014
thesigma1receptor
Enables AI assistants to control Native Instruments FM8 synthesizer parameters …
B 74 5⁄4 ◉ ⏳ 68 66 N/A 45 95 93
5015
geored
Lumino ⚡ Claim
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
B 74 5⁄4 ◉ ⏳ 88 31 N/A 58 90 100
5016
GeneralJerel
Chess MCP ⚡ Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 5⁄4 ◉ ⏳ 84 61 N/A 24 95 94
5017
izharikov
Sitecore Send ⚡ Claim
Unofficial Sitecore Send MCP Server.
B 74 5⁄5 ◉ ⏳ 74 67 — 41 80 100
5018
Vooster-AI
GitHub Fetcher ⚡ Claim 1
Fetch file contents and browse directory trees from GitHub repositories. Locate…
B 74 5⁄4 ◉ ⏳ 72 58 N/A 50 92 95
5019
piskunproject
Connects Claude Desktop and other MCP clients directly to Notion with secure SS…
B 74 5⁄5 ◉ ⏳ 84 66 — 52 80 82
5020
AiAgentKarl
solana-mcp-server ⚡ Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 4⁄4 ◉ ⏳ 66 N/A N/A 30 95 94
5021
Heratiki
LocalLama MCP Server ⚡ Claim 1
Routes coding tasks to local and remote LLMs with intelligent cost-quality opti…
B 74 5⁄4 ◉ ⏳ 81 66 N/A 31 95 84
5022
renl
Meshimize ⚡ Claim 2
MCP server for the Meshimize agent communication platform: Q\&A groups, messagi…
B 74 5⁄4 ◉ ⏳ 57 75 — 60 83 99
5023
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 5⁄5 ◉ ⏳ 80 66 — 45 81 90
5024
geldata
Gel MCP Server ⚡ Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 5⁄4 ◉ ⏳ 88 47 N/A 44 95 90
5025
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 5⁄5 ◉ ⏳ 94 100 — 23 78 52
5026
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 5⁄5 ◉ ⏳ 60 72 — 67 82 94
5027
sylweriusz
Neo4j Memory Server ⚡ Claim 1
Provides AI assistants with persistent graph-based memory capabilities using Ne…
B 74 5⁄5 ◉ ⏳ 54 100 — 54 81 79
5028
lutfi-haslab
A serverless implementation of the Model Context Protocol (MCP) that runs on Ne…
B 74 6⁄6 ◉ ⏳ 78 75 85 21 81 92
5029
lupuletic
onyx-mcp-server ⚡ Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 5⁄5 ◉ ⏳ 84 100 — 62 80 34
5030
burningion
video-editing-mcp ⚡ Claim 1
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
B 74 5⁄4 ◉ ⏳ 77 66 N/A 35 83 99
5031
kontext-dev
Browse the web, directly from Cursor etc.
B 74 5⁄5 ◉ ⏳ 77 53 N/A 74 81 90
5032
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 5⁄5 ◉ ⏳ 84 82 — 71 81 44
5033
gregkonush
MCP Obsidian ⚡ Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 5⁄4 ◉ ⏳ 66 70 N/A 34 95 95
5034
anavvathi
BridgeContext is a productivity tool designed to capture and transfer conversat…
B 74 5⁄4 ◉ ⏳ 90 27 N/A 64 89 98
5035
abhi12299
Provides tools for date-time manipulation, including timezone conversion and ar…
B 74 5⁄5 ◉ ⏳ 60 100 — 30 83 87
5036
hridaya423
conductor-tasks ⚡ Claim
A task management system designed for AI development
B 74 5⁄4 ◉ ⏳ 64 62 N/A 55 92 97
5037
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 5⁄5 ◉ ⏳ 76 100 — 49 81 50
5038
hongnoul
mit-dining ⚡ Claim
Real-time MIT dining hall menus with dietary filtering across all 6 halls
B 74 5⁄4 ◉ ⏳ 66 68 N/A 38 92 100
5039
TRZLedgerFoundation
Provides tools and prompts for Trezoa blockchain development, including RPC met…
B 74 5⁄4 ◉ ⏳ 72 55 N/A 47 95 100
5040
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 5⁄5 ◉ ⏳ 78 70 — 44 81 90
5041
samanhappy
mcphub ⚡ Claim
A unified hub for centrally managing and dynamically orchestrating multiple MCP…
B 74 5⁄4 ◉ ⏳ 90 38 N/A 92 90 64
5042
quinny1187
Enables direct file system access to Obsidian vaults with auto-discovery, full-…
B 74 5⁄4 ◉ ⏳ 84 56 N/A 23 95 100
5043
isaacgounton
SQLite MCP Server ⚡ Claim 1
A Model Context Protocol server that enables SQL operations (SELECT, INSERT, UP…
B 74 5⁄5 ◉ ⏳ 63 70 — 64 81 94
5044
Taewoong1378
An optimized read-only server for AI assistants to efficiently query and retrie…
B 74 5⁄5 ◉ ⏳ 84 61 — 54 80 86
5045
pushkarsingh32
The official MCP server for Semantic Pen - an advanced AI article generator and…
B 74 5⁄5 ◉ ⏳ 88 100 — 23 81 56
5046
eren-solutions
Security Auditor ⚡ Claim
AI-powered code security auditor. Scans GitHub repos for vulnerabilities with O…
B 74 5⁄4 ◉ ⏳ 72 66 — 45 90 91
5047
lenvolk
LIFX MCP Server ⚡ Claim
Enables control of LIFX smart lights through natural language, including power …
B 74 5⁄5 ◉ ⏳ 84 70 — 35 80 92
5048
jasonWong-serviceDirect
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
B 74 5⁄5 ◉ ⏳ 72 73 — 45 81 91
5049
benjamine
diff-mcp ⚡ Claim
compare 2 text or data (supports text diffs, json, json5, yaml, toml, xml and h…
B 74 5⁄4 ◉ ⏳ 62 57 N/A 70 95 91
5050
crdant
mbta-mpc-server
B 74 5⁄5 ◉ ⏳ 72 63 — 65 81 91
Showing 5001–5050 of 69027 servers
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