MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1951
shenning00
Enables applying unified diff patches to files with comprehensive security vali…
B 79 55 90 100 N/A 53 95 42
1952
lawmem-ai
Persistent semantic memory-as-a-service for legal AI agents. Store and recall c…
B 79 66 78 66 92 56 81 95
1953
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1954
mixelpixx
SSH MCP Claim
SSH MCP
B 79 55 100 68 34 81 98
1955
mansournorouzi
amazon-sp-mcp Claim 2
MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inve…
B 79 44 79 N/A N/A 32 95 97
1956
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1957
ry-ops
Enables management of Microsoft 365 users, licenses, and groups through Microso…
B 79 55 90 60 61 80 100
1958
SidneyBissoli
Unified access to global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNor…
B 79 55 82 100 N/A 38 83 77
1959
vinaybhosle
Ocean shipping intelligence: D&D, freight rates, vessel schedules, port data. 2…
B 79 66 96 92 69 26 81 90
1960
ocadaruma
mcp-svstudio Claim 2
MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit …
B 79 55 69 100 N/A 41 95 79
1961
kgprs
Provides tools to search and retrieve Google Gemini API documentation.
B 79 55 66 100 46 86 88
1962
psalzman
MCP OpenFEC Server Claim 1
Enables interaction with Federal Election Commission data via the OpenFEC API, …
B 79 55 94 72 35 82 99
1963
atom2ueki
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …
B 79 55 100 41 N/A 72 80 100
1964
datagen24
An MCP server that interfaces with the World Anvil API to facilitate AI-assiste…
B 79 55 71 87 49 82 100
1965
yandex-cloud
mcp Claim
Yandex Cloud MCP Servers
B 79 64 92 66 87 42 95 81
1966
leo7nel23
KnowledgeSmith MCP Claim
Enables efficient editing of structured RBT documents through targeted operatio…
B 79 55 78 82 N/A 33 95 93
1967
ry-ops
n8n-fabric Claim 1
Wraps n8n with an MCP server and vector storage to enable semantic search, mana…
B 79 55 90 66 64 78 93
1968
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
1969
Lexmata
Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…
B 79 55 94 100 68 82 40
1970
vsoneji
Schwab MCP Server Claim
Enables AI assistants to securely interact with Charles Schwab accounts through…
B 79 55 94 71 39 80 100
1971
leonardsellem
n8n MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with n8n…
B 79 55 81 71 58 82 99
1972 B 79 54 78 70 N/A 49 90 100
1973
crewAIInc
ishika_mcp Claim
ishika mcp
B 79 55 96 58 83 81 77
1974
bpamiri
Enables AI assistants to query and interact with CockroachDB clusters through n…
B 79 55 82 82 45 77 99
1975
jerrytunin
Tududi MCP Claim
Integrates Tududi task management with AI development tools, enabling users to …
B 79 55 94 55 65 81 99
1976
Seitrace
Enables natural language access to blockchain data and insights through the Sei…
B 79 55 96 68 42 81 98
1977
arpe-io
migratorxpress-mcp Claim 3
MCP server for MigratorXpress — cross-platform database migration with parallel…
B 79 55 77 91 N/A 71 90 59
1978
icryo
IDA Pro MCP Claim 2
Enables AI-assisted reverse engineering in IDA Pro by providing tools to analyz…
B 79 55 84 82 N/A 50 87 84
1979
vargahis
Monarch Money Claim 2
MCP server for Monarch Money — accounts, transactions, budgets, cashflow, inves…
B 79 55 53 82 N/A 71 95 98
1980
alexarevalo9
ticktick-mcp-server Claim 1
A Model Context Protocol (MCP) server designed to integrate with the TickTick t…
B 79 55 88 100 N/A 41 94 56
1981
kingdomseed
Enforce disciplined AI-assisted programming workflows by requiring systematic a…
B 79 54 96 52 N/A 54 90 94
1982
dangogh
Provides current weather conditions and 5-day forecasts for any location using …
B 79 55 92 68 43 82 100
1983
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1984
eic
XRootD MCP Server Claim 1
An MCP server providing access to XRootD file systems, allowing LLMs to browse …
B 79 55 85 56 84 80 96
1985
authn8
Authn8 MCP Server Claim
Access your team's 2FA codes from AI agents without sharing secrets. List accou…
B 79 54 78 71 N/A 45 95 98
1986
QuartzUnit
Diffgrab Claim
Web page change tracking with structured diffs. markgrab + snapgrab integration.
B 79 44 72 N/A N/A 48 95 97
1987
nekobato
Provides access to OpenAI's ChatGPT API with web search capabilities for Claude…
B 79 55 90 71 53 81 91
1988
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1989
KenosInc
sigrok MCP Server Claim
Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query…
B 79 54 82 47 N/A 77 92 98
1990
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1991
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 55 100 61 47 80 96
1992
symbo-ls
Symbols MCP Claim 2
MCP server for Symbols.app — documentation search and framework reference
B 79 55 79 82 N/A 36 95 94
1993
tandemai-inc
rdkit-mcp-server Claim
MCP server that enables language models to interact with RDKit through natural …
B 79 54 90 58 N/A 58 94 91
1994
eddmann
obsidian-mcp Claim 1
MCP server for git-backed Obsidian vaults. Access and manage notes through Clau…
B 79 54 79 68 N/A 49 95 99
1995
shipitsteven
Provides symbolic reasoning capabilities by converting natural language logical…
B 79 55 84 82 39 81 96
1996
siva-sub
Provides comprehensive Singapore transport routing with real-time public transp…
B 79 55 92 75 41 82 92
1997
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1998
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
1999
Juanvulcano
polymarket-mcp Claim
B 79 54 90 72 N/A 30 95 94
2000
sliuuu
Equinix Fabric MCP Claim 2
An MCP server that enables AI assistants to manage network infrastructure throu…
B 79 55 85 65 59 82 98
Showing 1951–2000 of 30006 servers
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